FINAL PROJECT¶
Introduction¶
Richmond is a unique city in the state of Virginia [1], with many historical, cultural and socioeconomic elements. It is also a growing city with a fast changing social and population landscape. In this project, I will be following a similar approach to that posted by another User [2], in developing a mapping approach of the different housing prices within the Richmond neighborhoods based on their vicinity to different venues of interest. A full link to the python code can be found here [3] and the Github repository containing all the files can be found here [4].
Data Sources¶
Five main pieces of data were obtained:
- List of Richmond neighborhoods taken from Wikipedia [5].
- Latitude, Longitude and Zipcode information were obtained from Google Maps.
- Housing prices were obtained from Zillow [6].
- I used Forsquare API to get the most common venues of each neighborhood in Richmond [7].
- Richmond Zoning map of the different neighborhoods taken from the City of Richmond website [8].
All the above information was compiled into a table, which is available in the Github Repository [4].
Methodology¶
As a database, I used my GitHub repository. The collected data was compiled into a csv file, continaing the neighborhood name, the latitude and longitude parameters, and the average house price for each neighborhood in 2020 USD.
In [4]:
import pandas as pd
import numpy as np
import requests
url = 'https://raw.githubusercontent.com/bashaomar21/Coursera_Capstone/main/RichmondData.csv'
df = pd.read_csv(url, encoding= 'unicode_escape')
df.head()
Out[4]:
| Borough | Average House Price | Latitude | Longitude | Zip | |
|---|---|---|---|---|---|
| 0 | Westhampton | 744890 | 38.904167 | -77.184722 | 22043 |
| 1 | Glen Allen | 354487 | 37.660000 | -77.485556 | 23058 |
| 2 | Wyndham | 426482 | 37.697500 | -77.610833 | 23059 |
| 3 | Innsbrook | 314004 | 37.647500 | -77.586389 | 23060 |
| 4 | Short Pump | 314004 | 37.661944 | -77.626667 | 23060 |
In [5]:
pd.set_option('display.max_columns', None)
pd.set_option('display.max_rows', None)
import json # library to handle JSON files
from pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe
# Matplotlib and associated plotting modules
import matplotlib.cm as cm
import matplotlib.colors as colors
# import k-means from clustering stage
from sklearn.cluster import KMeans
print('Libraries imported.')
Libraries imported.
In [6]:
!conda install -c conda-forge geopy --yes # uncomment this line if you haven't completed the Foursquare API lab
from geopy.geocoders import Nominatim # convert an address into latitude and longitude values
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: |
Found conflicts! Looking for incompatible packages.
This can take several minutes. Press CTRL-C to abort.
| failed
UnsatisfiableError: The following specifications were found
to be incompatible with the existing python installation in your environment:
Specifications:
- cffi -> python[version='2.7.*|3.5.*|3.6.*|3.6.9|3.6.9|3.6.9|3.6.9|>=3.6,<3.7.0a0|>=3.9,<3.10.0a0|>=3.8,<3.9.0a0|>=3.7,<3.8.0a0|>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|3.4.*',build='0_73_pypy|2_73_pypy|3_73_pypy|1_73_pypy']
- geopy -> python[version='2.7.*|3.4.*|3.5.*|3.6.*']
- rsa -> python[version='2.7.*|3.4.*|3.5.*|3.6.*']
Your python: python=3.7
If python is on the left-most side of the chain, that's the version you've asked for.
When python appears to the right, that indicates that the thing on the left is somehow
not available for the python version you are constrained to. Note that conda will not
change your python version to a different minor version unless you explicitly specify
that.
The following specifications were found to be incompatible with each other:
Output in format: Requested package -> Available versions
Package zlib conflicts for:
tk -> zlib[version='>=1.2.11,<1.3.0a0']
freetype -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
libprotobuf -> zlib[version='1.2.11|>=1.2.11,<1.3.0a0']
grpcio -> zlib[version='>=1.2.11,<1.3.0a0']
pytables -> zlib[version='1.2.*|1.2.11.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
tensorflow-base -> zlib[version='>=1.2.11,<1.3.0a0']
ibm-wsrt-py37main-main -> zlib==1.2.11[build=*]
glib -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
pillow -> zlib[version='1.2.*|1.2.11|1.2.11.*|>=1.2.11,<1.3.0a0|1.2.8']
qt -> zlib[version='1.2.*|>=1.2.11,<1.3.0a0']
blosc -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
hdf5 -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
libpng -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
libpq -> zlib[version='>=1.2.11,<1.3.0a0']
zstd -> zlib[version='>=1.2.11,<1.3.0a0']
matplotlib -> zlib[version='>=1.2.11,<1.3.0a0']
libxml2 -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
protobuf -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
pandoc -> zlib[version='1.2.*|1.2.11|1.2.11.*']
gst-plugins-base -> zlib[version='>=1.2.11,<1.3.0a0']
sqlite -> zlib[version='>=1.2.11,<1.3.0a0']
libtiff -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
python=3.7 -> zlib[version='>=1.2.11,<1.3.0a0']
Package setuptools conflicts for:
networkx -> setuptools
ibm-wsrt-py37main-main -> setuptools==47.3.1[build=*]
pytest -> setuptools[version='>=40.0']
matplotlib -> setuptools
numexpr -> setuptools
pygments -> setuptools
jinja2 -> setuptools
astropy -> setuptools
pip -> setuptools
grpcio -> setuptools
joblib -> setuptools
matplotlib-base -> setuptools
jsonschema -> setuptools
google-auth -> setuptools[version='>=40.3.0']
protobuf -> setuptools
plotly -> setuptools
markdown -> setuptools[version='>=36']
wheel -> setuptools
bleach -> setuptools
sympy -> setuptools
ipython -> setuptools[version='>=18.5']
tensorboard -> setuptools[version='>=41.0.0|>=41.4']
Package libxslt conflicts for:
ibm-wsrt-py37main-main -> libxslt==1.1.34[build=*]
lxml -> libxslt[version='>=1.1.32,<2.0a0|>=1.1.33,<2.0a0|>=1.1.34,<2.0a0']
Package pysocks conflicts for:
ibm-wsrt-py37main-main -> pysocks==1.7.1[build=*]
urllib3 -> pysocks[version='>=1.5.6,<2.0,!=1.5.7']
Package libgcc-ng conflicts for:
numpy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pandas -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pytorch -> libgcc-ng[version='>=5.4.0|>=7.3.0']
snappy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxgboost -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=5.4.0|>=7.2.0']
tk -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lzo -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mistune -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
yarl -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scipy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
readline -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ncurses -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cytoolz -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
kiwisolver -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
tensorflow-base -> libgcc-ng[version='>=5.4.0|>=7.2.0']
krb5 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libuuid -> libgcc-ng[version='>=7.2.0|>=7.3.0']
libsodium -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zstd -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
protobuf -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
astropy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
h5py -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_random -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
sip -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
openssl -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy-base -> libgcc-ng[version='>=7.2.0|>=7.3.0']
grpcio -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyodbc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
bzip2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
fastcache -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyrsistent -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
statsmodels -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetds -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
psycopg2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ninja -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
biopython -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lcms2 -> libgcc-ng[version='>=7.3.0|>=7.5.0']
libtiff -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pillow -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libpq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
cryptography -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
jpeg -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
dbus -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
glib -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
expat -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
sqlalchemy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gmp -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
qt -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
unixodbc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl-service -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
markupsafe -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_fft -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sqlite -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zlib -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
regex -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pytables -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
yaml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cx_oracle -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
python=3.7 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
libpng -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lz4-c -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxcb -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
blas -> libgcc-ng[version='>=7.3.0|>=7.5.0|>=9.3.0']
blosc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libedit -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libffi -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyyaml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pymssql -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
multidict -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libprotobuf -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetype -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zeromq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
c-ares -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
pywavelets -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
hdf5 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
matplotlib-base -> libgcc-ng[version='>=7.3.0|>=7.5.0']
aiohttp -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxslt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
gstreamer -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numexpr -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tornado -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gst-plugins-base -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyqt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scikit-learn -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ibm-wsrt-py37main-main -> libgcc-ng==9.1.0[build=*]
brotlipy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
wrapt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scikit-image -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cffi -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxml2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pcre -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
py-xgboost -> libgcc-ng[version='>=4.9|>=7.3.0|>=5.4.0|>=7.2.0']
xz -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lxml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
fontconfig -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyzmq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tensorboard -> libgcc-ng[version='>=7.2.0|>=7.3.0']
matplotlib -> libgcc-ng[version='>=7.2.0|>=7.3.0']
icu -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
Package libxml2 conflicts for:
lxml -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|2.9.3|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
ibm-wsrt-py37main-main -> libxml2==2.9.10[build=*]
qt -> libxml2[version='>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0']
libxslt -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
fontconfig -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
Package mkl-service conflicts for:
numpy-base -> mkl-service[version='>=2,<3.0a0']
scikit-learn -> mkl-service[version='>=2,<3.0a0']
pytorch -> mkl-service[version='>=2,<3.0a0']
mkl_random -> mkl-service[version='>=2,<3.0a0']
mkl_fft -> mkl-service[version='>=2,<3.0a0']
scipy -> mkl-service[version='>=2,<3.0a0']
ibm-wsrt-py37main-main -> mkl-service==2.3.0[build=*]
numpy -> mkl-service[version='>=2,<3.0a0']
numexpr -> mkl-service[version='>=2,<3.0a0']
Package numpy conflicts for:
pytables -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0']
matplotlib -> numpy[version='1.10.*|1.11.*|>=1.14.6,<2.0a0']
scikit-learn -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.9']
nltk -> numpy
scikit-image -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.16.6,<2.0a0|>=1.9.3,<2.0a0|>=1.13.3,<2.0a0']
py-xgboost -> numpy
imageio -> numpy
tensorflow-estimator -> numpy[version='>=1.13.3|>=1.16.1']
ibm-wsrt-py37main-main -> numpy==1.18.5[build=*]
opt_einsum -> numpy
mkl_fft -> numpy[version='>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0']
keras-preprocessing -> numpy[version='>=1.9.1']
mkl_random -> numpy[version='>=1.11.3,<2.0a0|>=1.11|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.9.3,<2.0a0|>=1.14,<2.0a0']
pywavelets -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0']
pytorch -> numpy[version='>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.9.3,<2.0a0|>=1.9']
patsy -> numpy[version='>=1.4.0']
tensorflow-base -> numpy[version='>=1.12.1,<2.0a0|>=1.13.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.1,<2.0a0|>=1.16.6,<2.0a0|>=1.16.5,<2.0a0']
scipy -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.9|>=1.15.1,<2.0a0']
numexpr -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0|>=1.16.4,<2.0a0|>=1.15.4,<2.0a0']
biopython -> numpy[version='1.11.*|1.12.*|1.13.*|>=1.8|>=1.11.3,<2.0a0|>=1.9.3,<2.0a0|>=1.14.1,<2.0a0']
statsmodels -> numpy[version='1.10.*|1.11.*|>=1.11|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.17.5,<2.0a0|>=1.9.3,<2.0a0|>=1.17.0,<2.0a0|>=1.19.1,<2.0a0|>=1.11.3,<2.0a0']
matplotlib-base -> numpy[version='>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.16.6,<2.0a0']
pandas -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.*|>=1.12.1,<2.0a0|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.4,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.9.*|>=1.9|>=1.8|>=1.7|>=1.16.6,<2.0a0|>=1.13.3,<2.0a0|>=1.11.3,<2.0a0']
mkl-service -> numpy[version='>=1.11.3,<2.0a0']
tensorboard -> numpy[version='>=1.12|>=1.12.0|>=1.16']
arcgis=1.6.0 -> numpy
bokeh -> numpy[version='>=1.11.3|>=1.7.1']
astropy -> numpy[version='1.11.*|1.12.*|1.13.*|>=1.10|>=1.11|>=1.13|>=1.14|>=1.16.5,<2.0a0|>=1.16|>=1.19.4,<2.0a0|>=1.19|>=1.17|>=1.9|>=1.16.6,<2.0a0|>=1.17.4,<2.0a0|>=1.13.3,<2.0a0|>=1.14.6,<2.0a0|>=1.11.3,<2.0a0|>=1.10.4,<2.0a0|>=1.9.3,<2.0a0|>=1.14.1,<2.0a0|>=1.14.0,<2.0a0']
keras-applications -> numpy[version='>=1.9.1']
seaborn -> numpy[version='>=1.13.3|>=1.9.3']
h5py -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.8,<1.14|>=1.11.3,<2.0a0']
Package libglib conflicts for:
glib -> libglib[version='2.64.6|2.66.1|2.66.2|2.66.2|2.66.3',build='hbe7bbb4_0|h1f3bc88_1|hbe7bbb4_0|h0dae87d_0|h0dae87d_1|h0dae87d_0']
gstreamer -> libglib[version='>=2.64.6,<3.0a0']
gst-plugins-base -> libglib[version='>=2.64.6,<3.0a0']
dbus -> libglib[version='>=2.64.6,<3.0a0']
Package enum34 conflicts for:
pyqt -> enum34
grpcio -> enum34[version='>=1.0.4']
traitlets -> enum34
tensorflow-estimator -> enum34[version='>=1.1.6']
brotlipy -> enum34
tensorflow-base -> enum34[version='>=1.1.6|>=1.1.6,<2.0a0']
cryptography -> enum34
imageio -> enum34
absl-py -> enum34
Package pyqt conflicts for:
matplotlib -> pyqt[version='4.11.*|>=5.12.3,<5.13.0a0|>=5.6.0,<5.7.0a0|>=5.9.2,<5.10.0a0|5.9.*|>=5.6,<6.0a0|5.*|5.6.*']
ibm-wsrt-py37main-main -> pyqt==5.9.2[build=*]
Package tk conflicts for:
matplotlib -> tk[version='8.5.*|8.6.*|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
matplotlib-base -> tk[version='>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0']
krb5 -> tk[version='8.6.*|>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
ibm-wsrt-py37main-main -> tk==8.6.10[build=*]
pillow -> tk[version='8.6.*|>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
python=3.7 -> tk[version='>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
Package pypy3.6 conflicts for:
pysocks -> pypy3.6[version='>=7.3.2']
pyyaml -> pypy3.6[version='>=7.3.2']
lxml -> pypy3.6[version='>=7.3.1|>=7.3.2']
multidict -> pypy3.6[version='>=7.3.1|>=7.3.2']
aiohttp -> pypy3.6[version='>=7.3.2']
bokeh -> pypy3.6[version='>=7.3.1|>=7.3.2']
pyrsistent -> pypy3.6[version='>=7.3.1|>=7.3.2']
absl-py -> pypy3.6[version='>=7.3.1|>=7.3.2']
pyzmq -> pypy3.6[version='>=7.3.1|>=7.3.2']
mistune -> pypy3.6[version='>=7.3.1|>=7.3.2']
sqlalchemy -> pypy3.6[version='>=7.3.1|>=7.3.2']
matplotlib -> pypy3.6[version='>=7.3.2']
wrapt -> pypy3.6[version='>=7.3.2']
scikit-image -> pypy3.6[version='>=7.3.2']
numexpr -> pypy3.6[version='>=7.3.2']
soupsieve -> pypy3.6[version='>=7.3.1']
s3transfer -> pypy3.6[version='>=7.3.2']
chardet -> pypy3.6[version='>=7.3.1|>=7.3.2']
numpy -> pypy3.6[version='>=7.3.1|>=7.3.2']
cx_oracle -> pypy3.6[version='>=7.3.1|>=7.3.2']
matplotlib-base -> pypy3.6[version='>=7.3.1|>=7.3.2']
kiwisolver -> pypy3.6[version='>=7.3.2']
cryptography -> pypy3.6[version='>=7.3.1|>=7.3.2']
psycopg2 -> pypy3.6[version='>=7.3.1|>=7.3.2']
keyring -> pypy3.6[version='>=7.3.1|>=7.3.2']
markupsafe -> pypy3.6[version='>=7.3.2']
jedi -> pypy3.6[version='>=7.3.1|>=7.3.2']
scipy -> pypy3.6[version='>=7.3.1|>=7.3.2']
mock -> pypy3.6[version='>=7.3.1|>=7.3.2']
ipykernel -> pypy3.6[version='>=7.3.1|>=7.3.2']
scikit-learn -> pypy3.6[version='>=7.3.2']
beautifulsoup4 -> pypy3.6[version='>=7.3.1']
cffi -> pypy3.6[version='7.3.0.*|7.3.1.*|7.3.2.*']
pillow -> pypy3.6[version='>=7.3.1|>=7.3.2']
tornado -> pypy3.6[version='>=7.3.1|>=7.3.2']
certifi -> pypy3.6[version='>=7.3.1|>=7.3.2']
future -> pypy3.6[version='>=7.3.2']
pandas -> pypy3.6[version='>=7.3.1|>=7.3.2']
pluggy -> pypy3.6[version='>=7.3.1|>=7.3.2']
nbconvert -> pypy3.6[version='>=7.3.1|>=7.3.2']
ipython -> pypy3.6[version='>=7.3.1']
regex -> pypy3.6[version='>=7.3.1|>=7.3.2']
pytest -> pypy3.6[version='>=7.3.1|>=7.3.2']
pywavelets -> pypy3.6[version='>=7.3.1|>=7.3.2']
importlib-metadata -> pypy3.6[version='>=7.3.1']
notebook -> pypy3.6[version='>=7.3.1|>=7.3.2']
pickleshare -> pypy3.6[version='>=7.3.2']
protobuf -> pypy3.6[version='>=7.3.1|>=7.3.2']
jupyter_core -> pypy3.6[version='>=7.3.2']
entrypoints -> pypy3.6[version='>=7.3.2']
brotlipy -> pypy3.6[version='>=7.3.1|>=7.3.2']
setuptools -> pypy3.6[version='>=7.3.1|>=7.3.2']
secretstorage -> pypy3.6[version='>=7.3.2']
widgetsnbextension -> pypy3.6[version='>=7.3.1|>=7.3.2']
yarl -> pypy3.6[version='>=7.3.2']
biopython -> pypy3.6[version='>=7.3.1|>=7.3.2']
sympy -> pypy3.6[version='>=7.3.1|>=7.3.2']
ninja -> pypy3.6[version='>=7.3.1']
docutils -> pypy3.6[version='>=7.3.2']
terminado -> pypy3.6[version='>=7.3.1|>=7.3.2']
Package pycparser conflicts for:
ibm-wsrt-py37main-main -> pycparser==2.20[build=*]
cffi -> pycparser
Package google-auth conflicts for:
google-auth-oauthlib -> google-auth
ibm-wsrt-py37main-main -> google-auth==1.22.0[build=*]
tensorboard -> google-auth[version='>=1.6.3,<2']
Package pyasn1 conflicts for:
google-auth -> pyasn1[version='>=0.1.7,<1dev']
rsa -> pyasn1[version='>=0.1.3']
ibm-wsrt-py37main-main -> pyasn1==0.4.8[build=*]
pyasn1-modules -> pyasn1[version='0.3.3|>=0.3.4,<0.4.0|>=0.4.1,<0.5.0|>=0.4.6,<0.5.0|>=0.1.8']
Package libgfortran conflicts for:
scipy -> libgfortran[version='>=3.0']
hdf5 -> libgfortran[version='>=3.0']
numpy -> libgfortran[version='>=3.0']
Package nbconvert conflicts for:
notebook -> nbconvert[version='<6.0']
ibm-wsrt-py37main-main -> nbconvert==5.6.1[build=*]
Package openssl conflicts for:
libpq -> openssl[version='1.0.*|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1f,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1b,<1.1.2a|>=1.0.2o,<1.0.3a|>=1.0.2m,<1.0.3a']
psycopg2 -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1f,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.0.2n,<1.0.3a|>=1.0.2m,<1.0.3a']
qt -> openssl[version='1.0.*|1.1.*|>=1.1.1g,<1.1.2a|>=1.0.2p,<1.0.3a|>=1.0.2r,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2n,<1.0.3a']
ibm-wsrt-py37main-main -> openssl==1.1.1h[build=*]
freetds -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.0.2n,<1.0.3a']
grpcio -> openssl[version='>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a']
cryptography -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1b,<1.1.2a|>=1.0.2n,<1.0.3a|>=1.0.2m,<1.0.3a']
krb5 -> openssl[version='1.0.*|>=1.0.2l,<1.0.3a|>=1.0.2m,<1.0.3a|>=1.0.2n,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a']
hdf5 -> openssl[version='>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a']
python=3.7 -> openssl[version='>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1b,<1.1.2a']
Package libstdcxx-ng conflicts for:
pytorch -> libstdcxx-ng[version='>=5.4.0|>=7.3.0']
ncurses -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libtiff -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gst-plugins-base -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy -> libstdcxx-ng[version='>=4.9|>=7.3.0']
zstd -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
libprotobuf -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_fft -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
expat -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.2.0']
matplotlib-base -> libstdcxx-ng[version='>=7.3.0|>=7.5.0']
freetds -> libstdcxx-ng[version='>=4.9|>=7.3.0']
ninja -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numexpr -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pymssql -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
blosc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tensorboard -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
mkl_random -> libstdcxx-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
kiwisolver -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
yaml -> libstdcxx-ng[version='>=7.3.0']
protobuf -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
unixodbc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
pytables -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lz4-c -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
py-xgboost -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=5.4.0|>=7.2.0']
qt -> libstdcxx-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
biopython -> libstdcxx-ng[version='>=7.2.0']
glib -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
tensorflow-base -> libstdcxx-ng[version='>=5.4.0|>=7.2.0']
pyqt -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gmp -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scipy -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
scikit-image -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pcre -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.2.0']
matplotlib -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
sqlite -> libstdcxx-ng[version='>=4.9|>=7.3.0']
ibm-wsrt-py37main-main -> libstdcxx-ng==9.1.0[build=*]
grpcio -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zeromq -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
python=3.7 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
libxgboost -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=5.4.0|>=7.2.0']
pyzmq -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
pandas -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
krb5 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
hdf5 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
icu -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetype -> libstdcxx-ng[version='>=4.9']
scikit-learn -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
snappy -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sip -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libffi -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyodbc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
Package gmp conflicts for:
pandoc -> gmp
ibm-wsrt-py37main-main -> gmp==6.1.2[build=*]
Package _py-xgboost-mutex conflicts for:
py-xgboost -> _py-xgboost-mutex[version='1.0|2.0',build='gpu_0|cpu_0']
ibm-wsrt-py37main-main -> _py-xgboost-mutex==2.0=cpu_0
Package html5lib conflicts for:
bleach -> html5lib[version='>=0.999,!=0.9999,!=0.99999,<0.99999999|>=0.99999999|>=0.99999999pre,!=1.0b1,!=1.0b2,!=1.0b3,!=1.0b4,!=1.0b5,!=1.0b6,!=1.0b7,!=1.0b8']
tensorboard -> html5lib[version='0.9999999|>=0.9999999,<0.10000000.0a0']
ibm-wsrt-py37main-main -> html5lib==1.1.0[build=*]
Package libxcb conflicts for:
gst-plugins-base -> libxcb[version='>=1.12,<2.0a0|>=1.13,<2.0a0']
qt -> libxcb[version='>=1.12,<2.0a0|>=1.13,<2.0a0']
ibm-wsrt-py37main-main -> libxcb==1.14[build=*]
Package wheel conflicts for:
pip -> wheel
tensorboard -> wheel[version='>=0.26']
ibm-wsrt-py37main-main -> wheel==0.34.2[build=*]
Package libcblas conflicts for:
scikit-learn -> libcblas[version='>=3.8.0,<4.0a0']
scipy -> libcblas[version='>=3.8.0,<4.0a0']
numpy -> libcblas[version='>=3.8.0,<4.0a0']
blas -> libcblas[version='3.8.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0',build='0_blis|2_openblas|3_blis|5_h6e990d7_netlib|5_openblas|5_mkl|6_openblas|6_mkl|6_h6e990d7_netlib|7_blis|7_openblas|7_h6e990d7_netlib|8_blis|8_openblas|8_mkl|9_openblas|9_mkl|10_blis|10_h86c2bf4_netlib|11_blis|11_openblas|12_openblas|13_blis|16_blis|16_mkl|20_mkl|21_mkl|19_mkl|18_mkl|17_openblas|16_openblas|15_openblas|15_mkl|15_blis|14_mkl|14_openblas|14_blis|13_mkl|13_openblas|12_mkl|12_blis|11_h86c2bf4_netlib|11_mkl|10_mkl|10_openblas|9_blis|8_h6e990d7_netlib|7_mkl|6_blis|5_blis|4_h6e990d7_netlib|4_mkl|4_openblas|4_blis|3_openblas|2_blis|1_h6e990d7_netlib|0_openblas|0_h6e990d7_netlib']
Package libprotobuf conflicts for:
ibm-wsrt-py37main-main -> libprotobuf==3.12.3[build=*]
protobuf -> libprotobuf[version='3.10.0.*|3.10.1.*|3.11.0.*|3.11.1.*|3.11.2.*|3.11.3.*|3.11.4.*|3.12.1.*|3.12.3.*|3.12.4.*|3.13.0.*|3.13.0.1.*|>=3.13.0.1,<3.14.0a0|>=3.13.0,<3.14.0a0|>=3.12.4,<3.13.0a0|>=3.12.3,<3.13.0a0|>=3.12.1,<3.13.0a0|>=3.11.4,<3.12.0a0|>=3.11.3,<3.12.0a0|>=3.11.2,<3.12.0a0|>=3.11.1,<3.12.0a0|>=3.11.0,<3.12.0a0|>=3.10.1,<3.11.0a0|>=3.10.0,<3.11.0a0|3.9.2.*|>=3.9.2,<3.10.0a0|3.9.1.*|>=3.9.1,<3.10.0a0|3.9.0.*|>=3.9.0,<3.10.0a0|3.8.0.*|>=3.8.0,<3.9.0a0|3.7.1.*|>=3.7.1,<3.8.0a0|3.7.0.*|>=3.7.0,<3.7.1.0a0|3.6.1.*|>=3.6.1,<3.6.2.0a0|3.6.0.*|>=3.6.0,<3.6.1.0a0|3.5.2.*|3.5.2|3.5.1.1|3.5.1|>=3.5.2,<3.6.0a0|>=3.5.1,<3.6.0a0|>=3.4.1,<3.5.0a0']
tensorflow-base -> libprotobuf[version='>=3.6.1,<3.7.0a0|>=3.8.0,<3.9.0a0|>=3.9.1,<3.10.0a0']
Package click conflicts for:
ibm-wsrt-py37main-main -> click==7.1.2[build=*]
nltk -> click
google-auth-oauthlib -> click
Package bleach conflicts for:
nbconvert -> bleach
ibm-wsrt-py37main-main -> bleach==3.1.5[build=*]
tensorboard -> bleach[version='1.5.0|>=1.5.0,<1.5.1.0a0']
Package wcwidth conflicts for:
prompt-toolkit -> wcwidth
pytest -> wcwidth
ibm-wsrt-py37main-main -> wcwidth==0.2.4[build=*]
Package scipy conflicts for:
nltk -> scipy
py-xgboost -> scipy
statsmodels -> scipy[version='>=0.14|>=1.0|>=1.2']
scikit-image -> scipy[version='>=0.17|>=0.19|>=0.9']
seaborn -> scipy[version='>=0.15.2|>=1.0.1']
tensorflow-base -> scipy[version='>=1.2.1|>=1.4.1']
keras-preprocessing -> scipy[version='>=0.14']
patsy -> scipy
scikit-learn -> scipy
ibm-wsrt-py37main-main -> scipy==1.5.0[build=*]
Package werkzeug conflicts for:
tensorboard -> werkzeug[version='>=0.11.10|>=0.11.15|>=0.14']
tensorflow-base -> werkzeug[version='>=0.14.1,<1.0a0']
ibm-wsrt-py37main-main -> werkzeug==1.0.1[build=*]
Package blas conflicts for:
numpy-base -> blas[version='*|*|1.0|1.0',build='openblas|openblas|mkl|mkl']
mkl_random -> blas[version='*|1.0',build=mkl]
mkl-service -> blas==1.0=mkl
ibm-wsrt-py37main-main -> blas==1.0[build=*]
mkl_fft -> blas[version='*|1.0',build=mkl]
numpy -> blas[version='*|*|1.0|1.1|1.0',build='mkl|openblas|openblas|openblas|mkl']
pytorch -> blas==1.0=mkl
scipy -> blas[version='*|*|1.0|1.1|1.0',build='mkl|openblas|openblas|openblas|mkl']
numexpr -> blas[version='*|*|1.0|1.0',build='openblas|openblas|mkl|mkl']
scikit-learn -> blas[version='*|*|1.1|1.0|1.0',build='openblas|openblas|mkl|mkl']
Package ipython_genutils conflicts for:
traitlets -> ipython_genutils
nbformat -> ipython_genutils
ibm-wsrt-py37main-main -> ipython_genutils==0.2.0[build=*]
notebook -> ipython_genutils
Package libffi conflicts for:
cffi -> libffi[version='<3.3.0.a0|>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
glib -> libffi[version='<3.3.0.a0|>=3.0.0|>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
gstreamer -> libffi[version='>=3.2.1,<3.3.0a0|>=3.2.1,<3.3a0']
ibm-wsrt-py37main-main -> libffi==3.3[build=*]
python=3.7 -> libffi[version='>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
Package oauthlib conflicts for:
ibm-wsrt-py37main-main -> oauthlib==3.1.0[build=*]
requests-oauthlib -> oauthlib[version='>=0.6.2|>=3.0.0|>=2.1.0,<3.0.0']
Package defusedxml conflicts for:
nbconvert -> defusedxml
ibm-wsrt-py37main-main -> defusedxml==0.6.0[build=*]
Package gstreamer conflicts for:
ibm-wsrt-py37main-main -> gstreamer==1.14.0[build=*]
gst-plugins-base -> gstreamer[version='1.8.*|>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.1,<2.0a0|>=1.14.4,<2.0a0|>=1.14.5,<2.0a0|>=1.18.1,<2.0a0|>=1.14.0,<2.0a0|>=1.12.2,<1.13.0a0']
qt -> gstreamer[version='>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.4,<1.15.0a0|>=1.14.0,<1.15.0a0']
Package python_abi conflicts for:
jedi -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38|*_cp27mu']
pluggy -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_cp36m|*_cp39|*_pypy36_pp73|*_cp38']
entrypoints -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38|*_cp27mu']
fastcache -> python_abi[version='2.7.*|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38|*_cp27mu']
certifi -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*|3.9.*',build='*_cp27mu|*_cp36m|*_cp39|*_pypy36_pp73|*_cp38|*_cp37m']
grpcio -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp37m|*_cp38|*_cp36m|*_cp39|*_pypy36_pp73|*_cp27mu']
pyrsistent -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
glib -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38|*_cp27mu']
requests -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp38|*_cp37m|*_cp36m|*_cp27mu']
markupsafe -> python_abi[version='2.7.*|3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp39|*_pypy36_pp73|*_cp37m|*_cp38|*_cp27mu']
tensorflow-base -> python_abi[version='3.6.*|3.7.*',build='*_cp37m|*_cp36m']
traitlets -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_cp27mu|*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
h5py -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp36m|*_cp38']
cx_oracle -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp39|*_cp36m|*_cp38|*_pypy36_pp73|*_cp27mu']
notebook -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_pypy36_pp73|*_cp36m|*_cp39|*_cp38']
numpy -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
ninja -> python_abi[version='3.6|3.6.*|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp36m|*_cp38|*_cp37m']
widgetsnbextension -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38']
mkl_random -> python_abi[version='3.6.*|3.7.*|3.8.*',build='*_cp37m|*_cp38|*_cp36m']
pytest -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
cytoolz -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp36m|*_cp38']
tornado -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp38|*_cp37m|*_cp36m|*_pypy36_pp73']
terminado -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38']
kiwisolver -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp36m|*_cp38|*_pypy36_pp73']
pywavelets -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38']
pexpect -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*',build='*_cp27mu|*_cp36m|*_cp38|*_pypy36_pp73|*_cp37m']
mistune -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp36m|*_cp38|*_pypy36_pp73']
chardet -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp36m|*_cp38|*_pypy36_pp73']
brotlipy -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp38|*_cp36m']
pyqt -> python_abi[version='3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp39|*_cp36m|*_cp38']
yarl -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp39|*_pypy36_pp73|*_cp37m|*_cp38']
soupsieve -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_cp27mu|*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
sympy -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp27mu|*_cp37m|*_cp39|*_pypy36_pp73|*_cp36m|*_cp38']
dill -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp38|*_cp36m|*_cp27mu|*_cp37m']
keyring -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_pypy36_pp73|*_cp36m|*_cp39|*_cp38']
urllib3 -> python_abi[version='2.7.*|3.8.*|3.6.*|3.6|3.7.*',build='*_cp27mu|*_cp38|*_cp36m|*_pypy36_pp73|*_cp37m']
statsmodels -> python_abi[version='3.6.*|3.8.*|3.9.*|3.7.*',build='*_cp36m|*_cp38|*_cp39|*_cp37m']
jsonschema -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*',build='*_cp37m|*_cp38|*_pypy36_pp73|*_cp36m|*_cp27mu']
sqlalchemy -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp36m|*_cp38|*_pypy36_pp73']
absl-py -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*|3.9.*',build='*_cp39|*_pypy36_pp73|*_cp36m|*_cp38|*_cp37m|*_cp27mu']
scikit-image -> python_abi[version='3.6.*|3.6|3.8.*|3.7.*|3.9.*',build='*_pypy36_pp73|*_cp38|*_cp37m|*_cp36m|*_cp39']
pickleshare -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_cp38|*_pypy36_pp73|*_cp36m|*_cp27mu']
ipykernel -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp38|*_cp36m']
matplotlib-base -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38|*_cp27mu']
wrapt -> python_abi[version='2.7.*|3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp37m|*_cp38|*_cp36m|*_cp27mu']
pandas -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp39|*_pypy36_pp73|*_cp37m|*_cp38']
scikit-learn -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp37m|*_cp38|*_cp36m']
py-xgboost -> python_abi[version='3.6.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_cp38']
biopython -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp38|*_cp36m']
astropy -> python_abi[version='3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp39|*_cp36m|*_cp38']
jupyter_core -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp38|*_cp36m|*_cp27mu']
mkl_fft -> python_abi[version='3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp39|*_cp36m|*_cp38']
future -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38|*_cp27mu']
pyodbc -> python_abi[version='2.7.*|3.6.*|3.8.*|3.9.*|3.7.*',build='*_cp39|*_cp38|*_cp36m|*_cp37m|*_cp27mu']
beautifulsoup4 -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*',build='*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
psycopg2 -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38']
bokeh -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38']
numexpr -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38']
pymssql -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp38|*_cp36m']
sip -> python_abi[version='3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_cp36m|*_cp38']
typing_extensions -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp38|*_cp37m|*_cp36m|*_cp27mu']
pillow -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38']
aiohttp -> python_abi[version='3.6|3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp39|*_cp36m|*_pypy36_pp73|*_cp38']
nbconvert -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38']
pytables -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38']
pysocks -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp38|*_cp37m|*_pypy36_pp73|*_cp36m']
mock -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp38|*_cp37m|*_pypy36_pp73|*_cp36m']
cffi -> python_abi[version='3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp39|*_cp36m|*_cp38']
matplotlib -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38']
mkl-service -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38']
setuptools -> python_abi[version='3.6.*|3.6|3.9.*|3.8.*|3.7.*',build='*_cp36m|*_cp39|*_pypy36_pp73|*_cp38|*_cp37m']
s3transfer -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_cp38|*_pypy36_pp73|*_cp36m']
importlib-metadata -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp37m']
lxml -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp39|*_cp36m|*_cp38|*_pypy36_pp73|*_cp27mu']
secretstorage -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp39|*_cp36m|*_pypy36_pp73|*_cp38|*_cp27mu']
scipy -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38']
pyzmq -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp39|*_cp36m|*_cp38|*_cp37m|*_cp27mu']
cryptography -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp37m|*_cp38|*_cp36m|*_pypy36_pp73']
protobuf -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38']
regex -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38|*_cp27mu']
multidict -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38']
ipython -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp37m|*_cp38|*_pypy36_pp73|*_cp36m']
pyyaml -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*|3.9.*',build='*_cp39|*_cp36m|*_cp38|*_cp37m|*_pypy36_pp73|*_cp27mu']
docutils -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp39|*_cp37m|*_pypy36_pp73|*_cp38|*_cp36m|*_cp27mu']
Package zipp conflicts for:
importlib_metadata -> zipp[version='>=0.3.2|>=0.5']
importlib-metadata -> zipp[version='>=0.5']
ibm-wsrt-py37main-main -> zipp==3.1.0[build=*]
Package pandas conflicts for:
statsmodels -> pandas[version='>=0.14|>=0.21|>=0.23']
arcgis=1.6.0 -> pandas[version='>=0.23']
seaborn -> pandas[version='>=0.14.0|>=0.22.0']
bokeh -> pandas
ibm-wsrt-py37main-main -> pandas==1.0.5[build=*]
Package mock conflicts for:
tensorflow-estimator -> mock[version='>=2.0.0']
ibm-wsrt-py37main-main -> mock==4.0.2[build=*]
tensorflow-base -> mock[version='>=2.0.0|>=2.0.0,<3.0a0']
pytables -> mock
Package readline conflicts for:
python=3.7 -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
freetds -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
ibm-wsrt-py37main-main -> readline==8.0[build=*]
libpq -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
sqlite -> readline[version='6.2.*|7.0|7.0.*|>=7.0,<8.0a0|>=8.0,<9.0a0']
Package protobuf conflicts for:
tensorflow-estimator -> protobuf[version='>=3.6.1']
tensorboard -> protobuf[version='>=3.3.0|>=3.4.0|>=3.6.0|>=3.8.0|>=3.6.1']
ibm-wsrt-py37main-main -> protobuf==3.12.3[build=*]
tensorflow-base -> protobuf[version='>=3.3.0|>=3.4.0|>=3.6.0|>=3.6.1,<4.0a0|>=3.6.1|>=3.8.0|>=3.9.2']
grpcio -> protobuf[version='>=3.5.0']
Package keyring conflicts for:
ibm-wsrt-py37main-main -> keyring==18.0.0[build=*]
arcgis=1.6.0 -> keyring
Package notebook conflicts for:
ipywidgets -> notebook
jupyterlab_server -> notebook[version='>=4.2.0']
widgetsnbextension -> notebook[version='>=4.2.0|>=4.4.1']
arcgis=1.6.0 -> notebook
ibm-wsrt-py37main-main -> notebook==6.0.3[build=*]
jupyterlab -> notebook[version='>=4.2|>=4.3|>=4.3.1']
Package networkx conflicts for:
scikit-image -> networkx[version='>=1.8,<2.0|>=1.8|>=2.0']
ibm-wsrt-py37main-main -> networkx==2.4[build=*]
Package jinja2 conflicts for:
bokeh -> jinja2[version='>=2.7']
jupyterlab -> jinja2[version='>=2.10']
ibm-wsrt-py37main-main -> jinja2==2.11.2[build=*]
jupyterlab_server -> jinja2[version='>2.10*|>=2.10']
nbconvert -> jinja2[version='>=2.4']
notebook -> jinja2
Package libgcc conflicts for:
pyqt -> libgcc
pytorch -> libgcc
scipy -> libgcc
Package future conflicts for:
ibm-wsrt-py37main-main -> future==0.18.2[build=*]
tensorflow-base -> future
pytorch -> future
Package kiwisolver conflicts for:
matplotlib -> kiwisolver
matplotlib-base -> kiwisolver[version='>=1.0.1']
ibm-wsrt-py37main-main -> kiwisolver==1.2.0[build=*]
Package mkl conflicts for:
mkl-service -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.2,<2021.0a0|>=2019.4,<2021.0a0|>=2019.3,<2021.0a0']
scipy -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.4,<2021.0a0']
mkl_random -> mkl[version='>=2018.0.3,<2019.0a0|>=2019.1,<2020.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.0,<2021.0a0|>=2020.2,<2021.0a0|>=2020.1,<2021.0a0|>=2019.4,<2021.0a0|>=2019.1,<2021.0a0']
numpy -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.1,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
ibm-wsrt-py37main-main -> mkl==2020.1[build=*]
pytorch -> mkl[version='2019.*|>=2019.4,<2021.0a0|>=2019.1,<2021.0a0|>=2018.0.3,<2019.0a0|>=2018.0.2,<2019.0a0']
tensorflow-base -> mkl[version='>=2018.0.2,<2019.0a0']
numpy-base -> mkl[version='>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
numexpr -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.1,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.4,<2021.0a0']
scikit-learn -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
mkl_fft -> mkl[version='>=2018.0.3,<2019.0a0|>=2019.1,<2020.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.2,<2021.0a0|>=2019.4,<2021.0a0|>=2019.3,<2021.0a0|>=2019.1,<2021.0a0']
blas -> mkl
Package retrying conflicts for:
ibm-wsrt-py37main-main -> retrying==1.3.3[build=*]
plotly -> retrying[version='>=1.3.3']
Package requests conflicts for:
bokeh -> requests[version='>=1.2.3']
requests-oauthlib -> requests[version='>=2.0.0']
ibm-wsrt-py37main-main -> requests==2.24.0[build=*]
nltk -> requests
jupyterlab_server -> requests
plotly -> requests
tensorboard -> requests[version='>=2.21.0,<3']
Package more-itertools conflicts for:
zipp -> more-itertools
pytest -> more-itertools[version='>=4.0,<6.0|>=4.0|>=4.0.0']
ibm-wsrt-py37main-main -> more-itertools==8.4.0[build=*]
Package libgfortran-ng conflicts for:
numpy-base -> libgfortran-ng[version='>=7,<8.0a0']
ibm-wsrt-py37main-main -> libgfortran-ng==7.3.0[build=*]
numpy -> libgfortran-ng[version='>=4.9|>=7,<8.0a0|>=7.2.0,<8.0a0']
scipy -> libgfortran-ng[version='>=7,<8.0a0|>=7.2.0,<8.0a0']
blas -> libgfortran-ng[version='>=7,<8.0a0']
hdf5 -> libgfortran-ng[version='>=7,<8.0a0|>=7.2.0,<8.0a0']
Package six conflicts for:
python-dateutil -> six[version='>=1.5']
google-auth -> six[version='>=1.9.0|>=1.9.0,<2dev']
bokeh -> six[version='>=1.5.2']
ibm-wsrt-py37main-main -> six==1.15.0[build=*]
nltk -> six
tensorflow-estimator -> six[version='>=1.10.0']
patsy -> six
absl-py -> six
cryptography -> six[version='>=1.4.1']
html5lib -> six[version='>=1.9']
scikit-image -> six[version='>=1.4|>=1.7.3']
pytest -> six[version='>=1.10.0']
plotly -> six
jsonschema -> six[version='>=1.11.0']
pytables -> six
tensorboard -> six[version='>=1.10.0|>=1.12']
keras-preprocessing -> six[version='>=1.9.0']
tensorflow-base -> six[version='>=1.10.0|>=1.12.0|>=1.12.0,<2.0a0']
mock -> six
grpcio -> six[version='>=1.5.2']
pyopenssl -> six[version='>=1.5.2']
protobuf -> six
prompt-toolkit -> six[version='>=1.9.0']
arcgis=1.6.0 -> six
bleach -> six
h5py -> six
packaging -> six
more-itertools -> six[version='>=1.0.0,<2.0.0']
mkl-service -> six
traitlets -> six
google-pasta -> six
pyrsistent -> six
retrying -> six[version='>=1.7.0']
cycler -> six
Package unixodbc conflicts for:
pyodbc -> unixodbc[version='2.3.4.*|2.3.4|>=2.3.5,<2.4.0a0|>=2.3.7,<2.4.0a0|>=2.3.9,<2.4.0a0|>=2.3.6,<2.4.0a0']
ibm-wsrt-py37main-main -> unixodbc==2.3.7[build=*]
freetds -> unixodbc[version='>=2.3.5,<2.4.0a0|>=2.3.7,<2.4.0a0|>=2.3.6,<2.4.0a0']
Package py conflicts for:
pytest -> py[version='>=1.4.29|>=1.4.33|>=1.5.0|>=1.8.2']
pyzmq -> py
ibm-wsrt-py37main-main -> py==1.8.2[build=*]
Package freetds conflicts for:
pymssql -> freetds[version='>=1.0.91,<2.0a0|>=1.0.97,<2.0a0']
ibm-wsrt-py37main-main -> freetds==1.00.97[build=*]
Package patsy conflicts for:
ibm-wsrt-py37main-main -> patsy==0.5.1[build=*]
seaborn -> patsy
statsmodels -> patsy[version='>=0.4.0|>=0.5.1']
Package sip conflicts for:
pyqt -> sip[version='4.18|4.18.*|>=4.19.4,<=4.19.8|>=4.19.13,<=4.19.14']
ibm-wsrt-py37main-main -> sip==4.19.8[build=*]
Package traitlets conflicts for:
widgetsnbextension -> traitlets[version='>=4.3.1']
nbformat -> traitlets[version='>=4.1']
ipywidgets -> traitlets[version='>=4.2.1|>=4.3.1|>=4.3.1,<5.0.0|>=4.3.1,<6.0.0']
nbconvert -> traitlets[version='>=4.2']
jupyter_client -> traitlets
notebook -> traitlets[version='>=4.2.1|>=4.3']
ibm-wsrt-py37main-main -> traitlets==4.3.3[build=*]
ipython -> traitlets[version='>=4.2']
ipykernel -> traitlets[version='>=4.1']
jupyter_core -> traitlets
Package snappy conflicts for:
ibm-wsrt-py37main-main -> snappy==1.1.8[build=*]
blosc -> snappy[version='1.1.6|>=1.1.8,<2.0a0|>=1.1.7,<2.0a0']
Package glib conflicts for:
qt -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.56.2,<3.0a0|>=2.58.3,<3.0a0']
gst-plugins-base -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.58.2,<2.59.0a0|>=2.58.3,<3.0a0']
gstreamer -> glib[version='2.51.*|>=2.55.0,<2.56.0a0|>=2.56.2,<2.57.0a0|>=2.58.2,<2.59.0a0|>=2.58.3,<3.0a0|>=2.56.1,<3.0a0|>=2.53.6,<3.0a0']
dbus -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.56.2,<3.0a0|>=2.58.3,<3.0a0|>=2.63.1,<3.0a0']
ibm-wsrt-py37main-main -> glib==2.65.0[build=*]
Package aiohttp conflicts for:
google-auth -> aiohttp[version='>=3.6.2,<4.0.0dev']
ibm-wsrt-py37main-main -> aiohttp==3.6.2[build=*]
Package ncurses conflicts for:
libedit -> ncurses[version='5.9|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0|>=6.1,<7.0a0|6.0.*']
sqlite -> ncurses[version='5.9|5.9.*|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0']
ibm-wsrt-py37main-main -> ncurses==6.2[build=*]
python=3.7 -> ncurses[version='>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0|>=6.1,<7.0a0']
readline -> ncurses[version='5.9.*|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.1,<7.0a0|>=6.0,<7.0a0|6.0.*']
Package scikit-learn conflicts for:
ibm-wsrt-py37main-main -> scikit-learn==0.23.1[build=*]
py-xgboost -> scikit-learn
nltk -> scikit-learn
Package python-dateutil conflicts for:
jupyter_client -> python-dateutil[version='>=2.1']
bokeh -> python-dateutil[version='>=2.1']
ibm-wsrt-py37main-main -> python-dateutil==2.8.1[build=*]
matplotlib-base -> python-dateutil[version='>=2.1']
pandas -> python-dateutil[version='>=2.5.*|>=2.6.1|>=2.7.3']
matplotlib -> python-dateutil
botocore -> python-dateutil[version='>=2.1,<2.7.0|>=2.1,<2.8.1|>=2.1,<3.0.0']
Package libtiff conflicts for:
pillow -> libtiff[version='4.*|4.0.*|>=4.0.10,<5.0a0|>=4.1.0,<5.0a0|>=4.0.9,<5.0a0|>=4.0.8,<4.0.10|>=4.0.3,<4.0.8|4.0.6|>=4.0.8,<5.0a0']
qt -> libtiff[version='4.0.*|>=4.0.10,<5.0a0']
lcms2 -> libtiff[version='>=4.0.10,<5.0a0|>=4.1.0,<5.0a0']
ibm-wsrt-py37main-main -> libtiff==4.1.0[build=*]
Package numexpr conflicts for:
pytables -> numexpr
ibm-wsrt-py37main-main -> numexpr==2.7.1[build=*]
Package cudnn conflicts for:
pytorch -> cudnn[version='5.1.*|6.0.*|>=7.0.0,<=8.0a0|>=7.0.5,<=8.0a0|>=7.1.0,<=8.0a0|>=7.1.3,<8.0a0|>=7.3.0,<=8.0a0|>=7.6,<8.0a0|>=7.6.5,<8.0a0|>=7.6.4,<8.0a0|>=7.3.1,<8.0a0|>=7.1.2,<=8.0a0']
tensorflow-base -> cudnn[version='>=7.0.0,<=8.0a0|>=7.1.0,<=8.0a0|>=7.2.0,<=8.0a0|>=7.3.1,<8.0a0|>=7.6,<8.0a0|>=7.6.5,<8.0a0|>=7.6.0,<8.0a0|>=7.6.4,<8.0a0|>=7.1.2,<=8.0a0|>=7.0.5,<=8.0a0']
Package sqlite conflicts for:
ibm-wsrt-py37main-main -> sqlite==3.33.0[build=*]
python=3.7 -> sqlite[version='>=3.24.0,<4.0a0|>=3.25.1,<4.0a0|>=3.25.2,<4.0a0|>=3.25.3,<4.0a0|>=3.26.0,<4.0a0|>=3.28.0,<4.0a0|>=3.30.1,<4.0a0|>=3.32.3,<4.0a0|>=3.33.0,<4.0a0|>=3.31.1,<4.0a0|>=3.29.0,<4.0a0|>=3.27.2,<4.0a0']
qt -> sqlite[version='>=3.20.1,<4.0a0|>=3.22.0,<4.0a0|>=3.23.1,<4.0a0|>=3.24.0,<4.0a0|>=3.25.3,<4.0a0|>=3.26.0,<4.0a0|>=3.28.0,<4.0a0|>=3.29.0,<4.0a0|>=3.30.1,<4.0a0|>=3.33.0,<4.0a0']
Package tornado conflicts for:
ibm-wsrt-py37main-main -> tornado==6.0.4[build=*]
notebook -> tornado[version='>=4|>=4,<6|>=4.1,<7|>=5.0|>=5.0,<7']
jupyterlab -> tornado[version='!=6.0.0,!=6.0.1,!=6.0.2']
ipykernel -> tornado[version='>=4.0|>=4.2']
matplotlib -> tornado
bokeh -> tornado[version='>=4.3,<4.5|>=4.3|>=5|>=5.1']
matplotlib-base -> tornado
jupyter_client -> tornado[version='>=4.1|>=4.1,<6']
terminado -> tornado[version='>=4']
Package matplotlib conflicts for:
seaborn -> matplotlib[version='>=1.4.3|>=2.1.2']
arcgis=1.6.0 -> matplotlib
nltk -> matplotlib
scikit-image -> matplotlib[version='>=1.1|>=1.3.1|>=2.0.0']
bokeh -> matplotlib
ibm-wsrt-py37main-main -> matplotlib==3.2.2[build=*]
Package libpng conflicts for:
matplotlib -> libpng[version='>=1.6.23,<1.7|>=1.6.37,<1.7.0a0|>=1.6.36,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.34,<1.7.0a0|>=1.6.32,<1.7.0a0']
fontconfig -> libpng[version='>=1.6.21,<1.7|>=1.6.22,<1.6.31|>=1.6.32,<1.6.35|>=1.6.34,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.28,<1.7|>=1.6.23,<1.7|>=1.6.32,<1.7.0a0']
qt -> libpng[version='>=1.6.28,<1.7|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.36,<1.7.0a0|>=1.6.34,<1.7.0a0|>=1.6.32,<1.7.0a0']
tensorflow-base -> libpng[version='>=1.6.37,<1.7.0a0']
ibm-wsrt-py37main-main -> libpng==1.6.37[build=*]
matplotlib-base -> libpng[version='>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0']
freetype -> libpng[version='1.6.*|>=1.6.21,<1.7|>=1.6.22,<1.6.31|>=1.6.32,<1.6.35|>=1.6.34,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.28,<1.7|>=1.6.23,<1.7|>=1.6.32,<1.7.0a0']
gst-plugins-base -> libpng[version='>=1.6.37,<1.7.0a0']
Package icu conflicts for:
libxslt -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
matplotlib-base -> icu[version='>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
matplotlib -> icu[version='>=58.2,<59.0a0']
fontconfig -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
qt -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
libxml2 -> icu[version='56.*|58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
ibm-wsrt-py37main-main -> icu==58.2[build=*]
Package bzip2 conflicts for:
pytables -> bzip2[version='1.0.*|>=1.0.6,<2.0a0|>=1.0.8,<2.0a0']
python=3.7 -> bzip2[version='>=1.0.6,<2.0a0|>=1.0.8,<2.0a0']
ibm-wsrt-py37main-main -> bzip2==1.0.8[build=*]
Package libiconv conflicts for:
libxml2 -> libiconv[version='1.15|>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
unixodbc -> libiconv[version='>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
glib -> libiconv[version='1.15|>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
fontconfig -> libiconv[version='1.15|>=1.15,<1.17.0a0']
Package cffi conflicts for:
pytorch -> cffi
ibm-wsrt-py37main-main -> cffi==1.14.0[build=*]
brotlipy -> cffi[version='>=1.0.0']
cryptography -> cffi[version='!=1.11.3,>=1.8|>=1.8,!=1.11.3|>=1.7|>=1.8']
Package threadpoolctl conflicts for:
scikit-learn -> threadpoolctl
ibm-wsrt-py37main-main -> threadpoolctl==2.1.0[build=*]
Package subprocess32 conflicts for:
jupyterlab -> subprocess32
matplotlib -> subprocess32
matplotlib-base -> subprocess32
Package ipywidgets conflicts for:
arcgis=1.6.0 -> ipywidgets[version='>=7']
ibm-wsrt-py37main-main -> ipywidgets==7.5.1[build=*]
Package xz conflicts for:
python=3.7 -> xz[version='>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0']
libtiff -> xz[version='5.0.*|5.2.*|>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0|>=5.2.3,<6.0a0']
ibm-wsrt-py37main-main -> xz==5.2.5[build=*]
gst-plugins-base -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<5.3.0a0']
zstd -> xz[version='>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0']
gstreamer -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<5.3.0a0']
libxml2 -> xz[version='5.0.*|5.2.*|>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0|>=5.2.3,<6.0a0']
Package brotlipy conflicts for:
ibm-wsrt-py37main-main -> brotlipy==0.7.0[build=*]
urllib3 -> brotlipy[version='>=0.6.0']
Package grpcio conflicts for:
ibm-wsrt-py37main-main -> grpcio==1.27.2[build=*]
tensorflow-base -> grpcio[version='>=1.14.1,<2.0a0|>=1.14.1|>=1.16.1|>=1.8.6']
tensorflow-estimator -> grpcio[version='>=1.8.6']
tensorboard -> grpcio[version='>=1.14|>=1.24.3|>=1.6.3']
Package json5 conflicts for:
jupyterlab_server -> json5
ibm-wsrt-py37main-main -> json5==0.9.5[build=*]
Package typing_extensions conflicts for:
bokeh -> typing_extensions[version='>=3.7.4']
ibm-wsrt-py37main-main -> typing_extensions==3.7.4.2[build=*]
aiohttp -> typing_extensions[version='>=3.6.5']
Package pywavelets conflicts for:
ibm-wsrt-py37main-main -> pywavelets==1.1.1[build=*]
scikit-image -> pywavelets[version='>=0.4.0']
Package keras-applications conflicts for:
ibm-wsrt-py37main-main -> keras-applications==1.0.8[build=*]
tensorflow-base -> keras-applications[version='>=1.0.5|>=1.0.6|>=1.0.8|>=1.0.8,<2.0a0']
Package certifi conflicts for:
urllib3 -> certifi
matplotlib-base -> certifi[version='>=2020.06.20']
ibm-wsrt-py37main-main -> certifi==2020.6.20[build=*]
setuptools -> certifi[version='>=2016.09|>=2016.9.26']
tornado -> certifi
requests -> certifi[version='>=2017.4.17']
Package intel-openmp conflicts for:
mkl -> intel-openmp
ibm-wsrt-py37main-main -> intel-openmp==2020.1[build=*]
Package pytz conflicts for:
ibm-wsrt-py37main-main -> pytz==2020.1[build=*]
plotly -> pytz
matplotlib -> pytz
matplotlib-base -> pytz
pandas -> pytz[version='>=2017.2']
Package configparser conflicts for:
importlib-metadata -> configparser[version='>=3.5']
entrypoints -> configparser[version='>=3.5']
importlib_metadata -> configparser[version='>=3.5']
Package cycler conflicts for:
matplotlib -> cycler[version='>=0.10']
ibm-wsrt-py37main-main -> cycler==0.10.0[build=*]
matplotlib-base -> cycler[version='>=0.10']
Package async-timeout conflicts for:
ibm-wsrt-py37main-main -> async-timeout==3.0.1[build=*]
aiohttp -> async-timeout[version='<4.0,>=3.0|>=3.0,<4.0|>=1.2,<3.0|>=1.2.0']
Package krb5 conflicts for:
libpq -> krb5[version='>=1.14.2,<1.15.0a0|>=1.16,<1.17.0a0|>=1.16.1,<1.17.0a0|>=1.16.2,<1.17.0a0|>=1.16.3,<1.17.0a0|>=1.16.4,<1.17.0a0|>=1.17.1,<1.18.0a0']
ibm-wsrt-py37main-main -> krb5==1.17.1[build=*]
Package numpy-base conflicts for:
mkl_random -> numpy-base[version='>=1.0.2,<2.0a0']
ibm-wsrt-py37main-main -> numpy-base==1.18.5[build=*]
numpy -> 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_12|py36h2f8d375_12|py37hde5b4d6_11|py36h2f8d375_11|py37h2f8d375_11|py35h81de0dd_10|py37h81de0dd_10|py27h81de0dd_10|py37h74e8950_10|py35h81de0dd_9|py27h81de0dd_9|py36h74e8950_9|py37h81de0dd_9|py36h81de0dd_9|py35h3dfced4_9|py37h7cdd4dd_9|py27h7cdd4dd_9|py35h7cdd4dd_9|py36h7cdd4dd_9|py35h2b20989_8|py35hdbf6ddf_8|py27hdbf6ddf_8|py27h2b20989_8|py37h2b20989_8|py37hdbf6ddf_8|py36h2b20989_8|py36hdbf6ddf_8|py36hdbf6ddf_7|py36hdbf6ddf_7|py27hdbf6ddf_6|py37hdbf6ddf_6|py27h2b20989_6']
mkl_fft -> numpy-base[version='>=1.0.6,<2.0a0']
numexpr -> numpy-base[version='>=1.17.3,<2.0a0']
Package docutils conflicts for:
ibm-wsrt-py37main-main -> docutils==0.15.2[build=*]
botocore -> docutils[version='>=0.10|>=0.10,<0.15|>=0.10,<0.16']
Package dbus conflicts for:
pyqt -> dbus[version='>=1.10.22,<2.0a0|>=1.12.2,<2.0a0|>=1.13.12,<2.0a0|>=1.13.6,<2.0a0|>=1.13.2,<2.0a0']
secretstorage -> dbus
ibm-wsrt-py37main-main -> dbus==1.13.16[build=*]
qt -> dbus[version='>=1.10.22,<2.0a0|>=1.12.2,<2.0a0|>=1.13.0,<2.0a0|>=1.13.6,<2.0a0|>=1.13.2,<2.0a0']
Package importlib-metadata conflicts for:
ibm-wsrt-py37main-main -> importlib-metadata==1.6.1[build=*]
pytest -> importlib-metadata[version='>=0.12']
keyring -> importlib-metadata
markdown -> importlib-metadata
importlib_metadata -> importlib-metadata[version='>=1.1.3,<1.1.4.0a0|>=1.5.0,<1.5.1.0a0|>=1.5.2,<1.5.3.0a0|>=1.6.0,<1.6.1.0a0|>=1.6.1,<1.6.2.0a0|>=1.7.0,<1.7.1.0a0|>=2.0.0,<2.0.1.0a0|>=3.0.0,<3.0.1.0a0|>=3.1.0,<3.1.1.0a0']
Package mkl_random conflicts for:
numpy -> mkl_random[version='>=1.0.2,<2.0a0']
ibm-wsrt-py37main-main -> mkl_random==1.1.1[build=*]
Package matplotlib-base conflicts for:
seaborn -> matplotlib-base[version='>=2.1.2']
matplotlib -> matplotlib-base[version='2.1.2|2.1.2|2.1.2|2.2.3|2.2.3|2.2.3|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|3.0.1|3.0.2|3.0.2|3.0.2|3.0.2|3.0.2|3.0.3|3.0.3|3.0.3|3.0.3|3.1.0|3.1.0|3.1.0|3.1.0|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.2|3.1.2|3.1.2|3.1.2|3.1.2|3.1.2|3.1.3|3.1.3|3.1.3|>=3.2.0,<3.2.1.0a0|>=3.2.1,<3.2.2.0a0|>=3.2.2,<3.2.3.0a0|>=3.3.0,<3.3.1.0a0|>=3.3.1,<3.3.2.0a0|>=3.3.2,<3.3.3.0a0|>=3.3.3,<3.3.4.0a0|>=2.2.5,<2.2.6.0a0|3.1.3|3.1.3|3.1.3|3.1.2|3.1.2|3.1.2',build='py37hef1b27d_1|py38hef1b27d_1|py36hef1b27d_1|py38hef1b27d_0|py37hef1b27d_0|py36hef1b27d_0|py37h250f245_1|py37hfd891ef_0|py27hfd891ef_0|py36hfd891ef_0|py37h250f245_1|py27h250f245_2|py37h250f245_2|py38h250f245_2|py37hc2fb212_1001|py37h167e16e_1001|py36h167e16e_1001|py37h167e16e_1002|py36h167e16e_1002|py37h167e16e_0|py37h5f35d83_0|py37hfd891ef_1|py36hfd891ef_1|py36hfd891ef_0|py36he7580a8_1|py37h250f245_1|py38h250f245_0|py37h250f245_0|py36h250f245_0|py38h250f245_1|py36h250f245_1|py38h250f245_0|py36h250f245_0|py37h250f245_0|py36h250f245_2|py38h250f245_2|py37h250f245_2|py38h250f245_1|py37he7580a8_1|py37hfd891ef_0|py36h5f35d83_0|py36h5f35d83_1|py37h5f35d83_1|py36h167e16e_0|py36h167e16e_1000|py36h250f245_2|py27h250f245_1|py36h250f245_1|py37h60b886d_1|py36h60b886d_1|py27h60b886d_1|py36h250f245_1|py27h250f245_1']
ibm-wsrt-py37main-main -> matplotlib-base==3.2.2[build=*]
scikit-image -> matplotlib-base[version='>=2.0.0']
Package libuuid conflicts for:
fontconfig -> libuuid[version='>=1.0.3,<2.0a0|>=2.32.1,<3.0a0']
ibm-wsrt-py37main-main -> libuuid==1.0.3[build=*]
Package cryptography conflicts for:
urllib3 -> cryptography[version='>=1.3.4']
oauthlib -> cryptography
pyjwt -> cryptography[version='>=1.0|>=1.4']
secretstorage -> cryptography
pyopenssl -> cryptography[version='>=1.3|>=1.3.4|>=1.9|>=2.1.4|>=2.2.1|>=2.8']
ibm-wsrt-py37main-main -> cryptography==2.9.2[build=*]
Package jupyter_core conflicts for:
jupyter_client -> jupyter_core[version='>=4.6.0']
notebook -> jupyter_core[version='>=4.4.0|>=4.6.0|>=4.6.1']
nbconvert -> jupyter_core
ibm-wsrt-py37main-main -> jupyter_core==4.6.3[build=*]
nbformat -> jupyter_core
Package typing conflicts for:
pytorch -> typing
typing_extensions -> typing[version='>=3.6.2|>=3.7.4']
Package _pytorch_select conflicts for:
pytorch -> _pytorch_select[version='0.1|0.2']
ibm-wsrt-py37main-main -> _pytorch_select==0.1[build=*]
Package packaging conflicts for:
ibm-wsrt-py37main-main -> packaging==20.4[build=*]
wheel -> packaging[version='>=20.2']
pytest -> packaging
bokeh -> packaging[version='>=16.8']
bleach -> packaging
Package jupyterlab conflicts for:
arcgis=1.6.0 -> jupyterlab
ibm-wsrt-py37main-main -> jupyterlab==2.2.6[build=*]
Package requests-oauthlib conflicts for:
ibm-wsrt-py37main-main -> requests-oauthlib==1.3.0[build=*]
google-auth-oauthlib -> requests-oauthlib[version='>=0.7.0|>=0.7.0,<1dev']
Package freetype conflicts for:
matplotlib -> freetype[version='2.6.*|>=2.9.1,<3.0a0|>=2.8,<2.9.0a0']
fontconfig -> freetype[version='2.6.*|2.7|2.7.*|2.7|2.8.1|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0|>=2.8.1,<2.9.0a0|>=2.9,<3.0a0|>=2.8,<2.9.0a0']
pillow -> freetype[version='2.5.*|2.6.*|2.7|2.7.*|2.7|2.8.*|2.8.1|2.8.1.*|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0|>=2.8.1,<2.9.0a0|>=2.10.3,<3.0a0|>=2.8,<2.9.0a0']
matplotlib-base -> freetype[version='>=2.10.2,<3.0a0|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0']
qt -> freetype[version='2.7|2.7.*|>=2.9.1,<3.0a0|>=2.8,<2.9.0a0']
ibm-wsrt-py37main-main -> freetype==2.10.2[build=*]
Package cytoolz conflicts for:
ibm-wsrt-py37main-main -> cytoolz==0.10.1[build=*]
scikit-image -> cytoolz[version='>=0.7.3']
Package pandocfilters conflicts for:
ibm-wsrt-py37main-main -> pandocfilters==1.4.2[build=*]
nbconvert -> pandocfilters[version='>=1.4.1']
Package zstd conflicts for:
libtiff -> zstd[version='>=1.3.3,<1.3.4.0a0|>=1.4.0,<1.5.0.0a0|>=1.4.3,<1.5.0.0a0|>=1.4.4,<1.5.0.0a0|>=1.4.5,<1.5.0a0|>=1.4|>=1.4.4,<1.5.0a0|>=1.3.7,<1.3.8.0a0']
blosc -> zstd[version='>=1.3.7,<1.3.8.0a0|>=1.4.4,<1.5.0a0|>=1.4.5,<1.4.6.0a0']
ibm-wsrt-py37main-main -> zstd==1.4.4[build=*]
Package nbformat conflicts for:
plotly -> nbformat[version='>=4.2']
nbconvert -> nbformat[version='>=4.4']
notebook -> nbformat
ipywidgets -> nbformat[version='>=4.2.0']
widgetsnbextension -> nbformat[version='>=4.2.0']
ibm-wsrt-py37main-main -> nbformat==5.0.7[build=*]
Package mpmath conflicts for:
ibm-wsrt-py37main-main -> mpmath==1.1.0[build=*]
sympy -> mpmath[version='>=0.19']
Package pyyaml conflicts for:
bokeh -> pyyaml[version='>=3.10']
dask-core -> pyyaml
ibm-wsrt-py37main-main -> pyyaml==5.3.1[build=*]
Package pexpect conflicts for:
ibm-wsrt-py37main-main -> pexpect==4.8.0[build=*]
ipython -> pexpect[version='>4.3']
Package termcolor conflicts for:
tensorflow-estimator -> termcolor[version='>=1.1.0']
ibm-wsrt-py37main-main -> termcolor==1.1.0[build=*]
tensorflow-base -> termcolor[version='>=1.1.0|>=1.1.0,<2.0a0']
Package llvm-openmp conflicts for:
blas -> llvm-openmp[version='>=10.0.0|>=11.0.0|>=9.0.1']
mkl -> llvm-openmp[version='>=10.0.0|>=11.0.0|>=9.0.1']
Package libsodium conflicts for:
pyzmq -> libsodium[version='>=1.0.16,<1.0.17.0a0|>=1.0.17,<1.0.18.0a0|>=1.0.18,<1.0.19.0a0']
ibm-wsrt-py37main-main -> libsodium==1.0.18[build=*]
zeromq -> libsodium[version='>=1.0.16,<1.0.17.0a0|>=1.0.17,<1.0.18.0a0|>=1.0.18,<1.0.19.0a0']
Package jmespath conflicts for:
botocore -> jmespath[version='>=0.7.1,<1.0.0']
ibm-wsrt-py37main-main -> jmespath==0.9.4[build=*]
boto3 -> jmespath[version='>=0.7.1,<1.0.0']
Package libxgboost conflicts for:
py-xgboost -> libxgboost[version='0.7|0.71|0.72|0.72|0.72|0.80|0.80|0.80|0.80|0.80|0.80|0.81|0.81|0.82|0.82|0.90|0.90|0.90|0.90|1.0.2|1.0.2|1.1.1|1.2.0|0.90|0.90|0.90|0.90|0.90|0.90',build='hf484d3e_0|hf484d3e_0|h83be7fe_0|h6cbba54_0|h4d71fd4_0|he6710b0_1|hfc679d8_1|hf484d3e_1001|hfc679d8_0|hf484d3e_1000|he1b5a44_1|he1b5a44_1|he1b5a44_0|he1b5a44_0|he1b5a44_4|he1b5a44_3|he1b5a44_2|he1b5a44_1|he1b5a44_0|hf484d3e_1|h6edc907_0|h688424c_0|he6710b0_0|h51060c3_0|h6edc907_0|he6710b0_0|h87a4715_0|hf484d3e_0']
ibm-wsrt-py37main-main -> libxgboost==0.90[build=*]
Package typing-extensions conflicts for:
aiohttp -> typing-extensions[version='>=3.6.5']
yarl -> typing-extensions[version='>=3.7.4']
Package ipykernel conflicts for:
notebook -> ipykernel
ipywidgets -> ipykernel[version='>=4.2.2|>=4.5.1']
ibm-wsrt-py37main-main -> ipykernel==5.3.0[build=*]
widgetsnbextension -> ipykernel[version='>=4.5.1']
Package ipaddress conflicts for:
cryptography -> ipaddress
urllib3 -> ipaddress
notebook -> ipaddress
Package wrapt conflicts for:
tensorflow-base -> wrapt[version='>=1.11.1|>=1.11.2|>=1.12.1|>=1.11.2,<2.0a0']
ibm-wsrt-py37main-main -> wrapt==1.12.1[build=*]
tensorflow-estimator -> wrapt[version='>=1.11.1']
Package pygments conflicts for:
nbconvert -> pygments[version='>=2.4.1']
ipython -> pygments
ibm-wsrt-py37main-main -> pygments==2.6.1[build=*]
prompt-toolkit -> pygments
Package entrypoints conflicts for:
nbconvert -> entrypoints[version='>=0.2.2']
jupyter_client -> entrypoints
ibm-wsrt-py37main-main -> entrypoints==0.3[build=*]
keyring -> entrypoints
Package prompt-toolkit conflicts for:
ipython -> prompt-toolkit[version='!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0']
ibm-wsrt-py37main-main -> prompt-toolkit==3.0.5[build=*]
Package attrs conflicts for:
pytest -> attrs[version='>=17.2.0|>=17.4.0|>=17.4.0,<=19.1.0']
jsonschema -> attrs[version='>=17.4.0']
ibm-wsrt-py37main-main -> attrs==19.3.0[build=*]
aiohttp -> attrs[version='>=17.3.0|>=17.4.0']
Package chardet conflicts for:
aiohttp -> chardet[version='>=2.0,<4.0']
ibm-wsrt-py37main-main -> chardet==3.0.4[build=*]
requests -> chardet[version='>=3.0.2,<3.1.0|>=3.0.2,<4']
Package libgfortran5 conflicts for:
scipy -> libgfortran5[version='>=9.3.0']
hdf5 -> libgfortran5[version='>=9.3.0']
blas -> libgfortran5[version='>=9.3.0']
libgfortran-ng -> libgfortran5[version='8.4.0.*|9.3.0.*']
Package idna conflicts for:
urllib3 -> idna[version='>=2.0.0']
ibm-wsrt-py37main-main -> idna==2.9[build=*]
requests -> idna[version='>=2.5,<2.6|>=2.5,<2.7|>=2.5,<2.8|>=2.5,<2.9|>=2.5,<3']
cryptography -> idna[version='>=2.1']
yarl -> idna[version='>=2.0']
Package jupyterlab_server conflicts for:
ibm-wsrt-py37main-main -> jupyterlab_server==1.1.0[build=*]
jupyterlab -> jupyterlab_server[version='>=0.2.0,<0.3.0|>=1.0.0,<2.0.0|>=1.1.0,<2.0.0']
Package backports.functools_lru_cache conflicts for:
matplotlib -> backports.functools_lru_cache
wcwidth -> backports.functools_lru_cache
soupsieve -> backports.functools_lru_cache
matplotlib-base -> backports.functools_lru_cache
Package blinker conflicts for:
ibm-wsrt-py37main-main -> blinker==1.4[build=*]
oauthlib -> blinker
Package expat conflicts for:
dbus -> expat[version='>=2.2.10,<3.0a0|>=2.2.5,<2.3.0a0|>=2.2.9,<2.3.0a0|>=2.2.6,<3.0a0|>=2.2.5,<3.0a0']
ibm-wsrt-py37main-main -> expat==2.2.9[build=*]
qt -> expat[version='>=2.2.5,<2.3.0a0|>=2.2.9,<2.3.0a0|>=2.2.6,<3.0a0|>=2.2.5,<3.0a0']
Package gast conflicts for:
ibm-wsrt-py37main-main -> gast==0.2.2[build=*]
tensorflow-base -> gast[version='>=0.2.0|>=0.3.3,<0.3.4.0a0|>=0.2.2,<0.2.3.0a0']
tensorflow-estimator -> gast[version='>=0.2.0']
Package pluggy conflicts for:
ibm-wsrt-py37main-main -> pluggy==0.13.1[build=*]
pytest -> pluggy[version='>=0.12,<1.0|>=0.9,!=0.10,<1.0|>=0.9|>=0.7|>=0.5,<0.7']
Package gettext conflicts for:
gstreamer -> gettext[version='>=0.19.8.1,<1.0a0']
gst-plugins-base -> gettext[version='>=0.19.8.1,<1.0a0']
glib -> gettext[version='>=0.19.8.1,<1.0a0']
Package pip conflicts for:
ibm-wsrt-py37main-main -> pip==20.1.1[build=*]
python=3.7 -> pip
Package absl-py conflicts for:
tensorboard -> absl-py[version='>=0.4|>=0.8.0|>=0.7']
tensorflow-estimator -> absl-py[version='>=0.1.6|>=0.7.0']
ibm-wsrt-py37main-main -> absl-py==0.9.0[build=*]
tensorflow-base -> absl-py[version='>=0.1.6|>=0.7.0|>=0.7.1|>=0.8.1|>=0.7.1,<1.0a0']
Package imageio conflicts for:
scikit-image -> imageio[version='>=2.1.0|>=2.3.0']
ibm-wsrt-py37main-main -> imageio==2.9.0[build=*]
Package olefile conflicts for:
pillow -> olefile
ibm-wsrt-py37main-main -> olefile==0.46[build=*]
Package zeromq conflicts for:
pyzmq -> zeromq[version='4.1.*|4.2.1|>=4.2.3,<4.3|>=4.2.5,<4.3|>=4.2.5,<4.3.0a0|>=4.3.1,<4.4.0a0|>=4.3.2,<4.4.0a0|>=4.3.3,<4.4.0a0|>=4.2.5,<4.2.6.0a0|4.2.*']
ibm-wsrt-py37main-main -> zeromq==4.3.2[build=*]
Package parso conflicts for:
ibm-wsrt-py37main-main -> parso==0.7.0[build=*]
jedi -> parso[version='0.1.0|>=0.1.0,<0.2|>=0.2.0,<0.8.0|>=0.3.0,<0.8.0|>=0.5.0,<0.8.0|>=0.5.2,<0.8.0|>=0.7.0,<0.8.0|>=0.7.0|>=0.5.2|>=0.5.0|>=0.3.0|>=0.2.0']
Package futures conflicts for:
bokeh -> futures[version='>=3.0.3']
jupyterlab -> futures
tornado -> futures
imageio -> futures
s3transfer -> futures[version='>=2.2.0,<4.0.0']
tensorboard -> futures[version='>=3.1.1']
grpcio -> futures[version='>=2.2.0']
Package keras-preprocessing conflicts for:
tensorflow-base -> keras-preprocessing[version='>=1.0.3|>=1.0.5,<2.0a0|>=1.0.5|>=1.1.0']
ibm-wsrt-py37main-main -> keras-preprocessing==1.1.0[build=*]
Package libopenblas conflicts for:
scipy -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
numpy-base -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
numexpr -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
scikit-learn -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.3,<1.0a0']
numpy -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
Package markdown conflicts for:
tensorboard -> markdown[version='>=2.6.11|>=2.6.8']
ibm-wsrt-py37main-main -> markdown==3.1.1[build=*]
tensorflow-base -> markdown[version='>=2.6.11']
Package mkl_fft conflicts for:
ibm-wsrt-py37main-main -> mkl_fft==1.1.0[build=*]
numpy -> mkl_fft[version='>=1.0.4|>=1.0.6,<2.0a0']
Package regex conflicts for:
ibm-wsrt-py37main-main -> regex==2020.6.8[build=*]
nltk -> regex
Package ptyprocess conflicts for:
pexpect -> ptyprocess[version='>=0.5']
terminado -> ptyprocess
ibm-wsrt-py37main-main -> ptyprocess==0.6.0[build=*]
Package yarl conflicts for:
aiohttp -> yarl[version='>=0.10.0,<0.11|>=1.0,<1.6.0|>=1.0,<2.0|>=0.11']
ibm-wsrt-py37main-main -> yarl==1.5.1[build=*]
Package fastcache conflicts for:
ibm-wsrt-py37main-main -> fastcache==1.1.0[build=*]
sympy -> fastcache
Package pytest conflicts for:
astropy -> pytest[version='<3.7|<4']
ibm-wsrt-py37main-main -> pytest==5.4.3[build=*]
Package mistune conflicts for:
nbconvert -> mistune[version='>0.6|>=0.7.4|>=0.8.1']
ibm-wsrt-py37main-main -> mistune==0.8.4[build=*]
Package _openmp_mutex conflicts for:
libgcc-ng -> _openmp_mutex[version='>=4.5']
mkl -> _openmp_mutex[version='*|>=4.5',build=*_llvm]
blas -> _openmp_mutex[version='*|>=4.5',build=*_llvm]
Package pyrsistent conflicts for:
ibm-wsrt-py37main-main -> pyrsistent==0.16.0[build=*]
jsonschema -> pyrsistent[version='>=0.14.0']
Package astor conflicts for:
ibm-wsrt-py37main-main -> astor==0.8.0[build=*]
tensorflow-estimator -> astor[version='>=0.6.0']
tensorflow-base -> astor[version='>=0.6.0|>=0.6.2|>=0.6.2,<1.0a0']
Package pyparsing conflicts for:
nltk -> pyparsing
matplotlib-base -> pyparsing[version='>=2.0.3,!=2.0.4,!=2.1.2,!=2.1.6']
matplotlib -> pyparsing
ibm-wsrt-py37main-main -> pyparsing==2.4.7[build=*]
packaging -> pyparsing[version='>=2.0.2']
Package pyopenssl conflicts for:
ibm-wsrt-py37main-main -> pyopenssl==19.1.0[build=*]
urllib3 -> pyopenssl[version='>=0.14']
Package cudatoolkit conflicts for:
pytorch -> cudatoolkit[version='10.0.*|>=10.0.130,<10.1.0a0|>=10.1.243,<10.2.0a0|>=9.2,<9.3.0a0|9.2.*|>=9.0,<9.1.0a0|>=8.0,<8.1.0a0|9.0.*|8.0.*|7.5.*']
libxgboost -> cudatoolkit[version='8.0.*|>=10.0.130,<10.1.0a0|>=9.0,<9.1.0a0|>=9.2,<9.3.0a0|9.0.*|9.2.*']
py-xgboost -> cudatoolkit[version='8.0.*|>=10.0.130,<10.1.0a0|>=9.0,<9.1.0a0|>=9.2,<9.3.0a0|9.0.*|9.2.*']
tensorflow-base -> cudatoolkit[version='8.0.*|9.0.*|9.2.*|>=10.0.130,<10.1.0a0|>=10.1.243,<10.2.0a0|>=10.1.168,<10.2.0a0|>=9.2,<9.3.0a0|>=9.0,<9.1.0a0']
Package backcall conflicts for:
ibm-wsrt-py37main-main -> backcall==0.2.0[build=*]
ipython -> backcall
Package funcsigs conflicts for:
pytest -> funcsigs[version='>=1.0']
mock -> funcsigs
Package lz4-c conflicts for:
blosc -> lz4-c[version='>=1.8.1.2,<1.9.0a0|>=1.9.2,<1.10.0a0']
zstd -> lz4-c[version='>=1.8.1.2,<1.8.2.0a0|>=1.8.3,<1.8.4.0a0|>=1.9.2,<1.9.3.0a0|>=1.9.2,<1.10.0a0']
ibm-wsrt-py37main-main -> lz4-c==1.9.2[build=*]
Package jupyter_client conflicts for:
ipykernel -> jupyter_client
nbconvert -> jupyter_client[version='>=4.2']
notebook -> jupyter_client[version='>=5.2.0|>=5.3.1|>=5.3.4']
ibm-wsrt-py37main-main -> jupyter_client==6.1.3[build=*]
Package pillow conflicts for:
imageio -> pillow
ibm-wsrt-py37main-main -> pillow==7.2.0[build=*]
scikit-image -> pillow[version='>=1.7.8|>=2.1.0|>=4.3.0']
bokeh -> pillow[version='>=4.0|>=7.1.0']
matplotlib-base -> pillow[version='>=6.2.0']
Package secretstorage conflicts for:
ibm-wsrt-py37main-main -> secretstorage==3.1.0[build=*]
keyring -> secretstorage[version='>=3.2']
Package singledispatch conflicts for:
tornado -> singledispatch
nltk -> singledispatch
Package fontconfig conflicts for:
qt -> fontconfig[version='2.12.*|>=2.13.1,<3.0a0|>=2.13.0,<3.0a0|>=2.12.6,<3.0a0|>=2.12.4,<3.0a0']
ibm-wsrt-py37main-main -> fontconfig==2.13.0[build=*]
Package google-pasta conflicts for:
ibm-wsrt-py37main-main -> google-pasta==0.2.0[build=*]
tensorflow-base -> google-pasta[version='>=0.1.6|>=0.1.8|>=0.1.7|>=0.1.7,<1.0a0']
Package liblapack conflicts for:
numpy -> liblapack[version='>=3.8.0,<4.0.0a0|>=3.8.0,<4.0a0']
blas -> liblapack[version='3.8.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0',build='2_openblas|*netlib|4_h6e990d7_netlib|5_h6e990d7_netlib|5_mkl|6_openblas|6_mkl|6_h6e990d7_netlib|7_openblas|7_h6e990d7_netlib|8_openblas|8_mkl|8_h6e990d7_netlib|9_mkl|10_openblas|11_mkl|14_mkl|16_mkl|20_mkl|21_mkl|19_mkl|18_mkl|17_openblas|*netlib|16_openblas|15_openblas|15_mkl|14_openblas|13_mkl|13_openblas|12_mkl|12_openblas|11_h86c2bf4_netlib|11_openblas|10_h86c2bf4_netlib|10_mkl|9_openblas|7_mkl|5_openblas|4_mkl|4_openblas|3_openblas|1_h6e990d7_netlib|0_openblas|0_h6e990d7_netlib']
scipy -> liblapack[version='>=3.8.0,<4.0.0a0|>=3.8.0,<4.0a0']
Package jpeg conflicts for:
ibm-wsrt-py37main-main -> jpeg==9b[build=*]
pillow -> jpeg[version='8.*|9.*|>=9c,<10a|>=9d,<10a|>=9b,<10a']
qt -> jpeg[version='9.*|>=9c,<10a|>=9d,<10a|>=9b,<10a']
lcms2 -> jpeg[version='>=9b,<10a|>=9c,<10a|>=9d,<10a']
libtiff -> jpeg[version='9.*|>=9b,<10a|>=9c,<10a|>=9d,<10a']
Package cloudpickle conflicts for:
ibm-wsrt-py37main-main -> cloudpickle==1.5.0[build=*]
scikit-image -> cloudpickle[version='>=0.2.1']
Package pcre conflicts for:
ibm-wsrt-py37main-main -> pcre==8.44[build=*]
gstreamer -> pcre[version='>=8.41,<9.0a0|>=8.43,<9.0a0|>=8.42,<9.0a0']
glib -> pcre[version='>=8.41,<9.0a0|>=8.43,<9.0a0|>=8.44,<9.0a0|>=8.42,<9.0a0']
Package ca-certificates conflicts for:
ibm-wsrt-py37main-main -> ca-certificates==2020.10.14[build=*]
openssl -> ca-certificates
Package botocore conflicts for:
boto3 -> 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.13.0|>=1.12.47,<1.13.0|>=1.12.46,<1.13.0|>=1.12.45,<1.13.0|>=1.12.44,<1.13.0|>=1.12.43,<1.13.0|>=1.12.42,<1.13.0|>=1.12.41,<1.13.0|>=1.12.40,<1.13.0|>=1.12.39,<1.13.0|>=1.12.38,<1.13.0|>=1.12.37,<1.13.0|>=1.12.36,<1.13.0|>=1.12.35,<1.13.0|>=1.12.34,<1.13.0|>=1.12.33,<1.13.0|>=1.12.32,<1.13.0|>=1.12.31,<1.13.0|>=1.12.30,<1.13.0|>=1.12.29,<1.13.0|>=1.12.28,<1.13.0|>=1.12.27,<1.13.0|>=1.12.26,<1.13.0|>=1.12.25,<1.13.0|>=1.12.24,<1.13.0|>=1.12.23,<1.13.0|>=1.12.22,<1.13.0|>=1.12.21,<1.13.0|>=1.12.20,<1.13.0|>=1.12.19,<1.13.0|>=1.12.18,<1.13.0|>=1.12.17,<1.13.0|>=1.12.16,<1.13.0|>=1.12.15,<1.13.0|>=1.12.14,<1.13.0|>=1.12.13,<1.13.0|>=1.12.12,<1.13.0|>=1.12.11,<1.13.0|>=1.12.9,<1.13.0|>=1.12.8,<1.13.0|>=1.12.7,<1.13.0|>=1.12.6,<1.13.0|>=1.12.5,<1.13.0|>=1.12.4,<1.13.0|>=1.12.3,<1.13.0|>=1.12.2,<1.13.0|>=1.10.9,<1.11.0|>=1.10.8,<1.11.0|>=1.10.7,<1.11.0|>=1.10.6,<1.11.0|>=1.10.5,<1.11.0|>=1.10.4,<1.11.0|>=1.10.3,<1.11.0|>=1.10.2,<1.11.0|>=1.9.23,<1.10.0|>=1.9.22,<1.10.0|>=1.9.21,<1.10.0|>=1.9.20,<1.10.0|>=1.9.19,<1.10.0|>=1.9.18,<1.10.0|>=1.9.17,<1.10.0|>=1.9.16,<1.10.0|>=1.9.15,<1.10.0|>=1.9.14,<1.10.0|>=1.9.13,<1.10.0|>=1.9.12,<1.10.0|>=1.9.11,<1.10.0|>=1.9.10,<1.10.0|>=1.9.9,<1.10.0|>=1.9.8,<1.10.0|>=1.9.7,<1.10.0|>=1.9.6,<1.10.0|>=1.9.5,<1.10.0|>=1.9.4,<1.10.0|>=1.9.3,<1.10.0|>=1.9.2,<1.10.0|>=1.9.1,<1.10.0|>=1.9.0,<1.10.0|>=1.8.50,<1.9.0|>=1.8.49,<1.9.0|>=1.8.48,<1.9.0|>=1.8.47,<1.9.0|>=1.8.46,<1.9.0|>=1.8.45,<1.9.0|>=1.8.44,<1.9.0|>=1.8.43,<1.9.0|>=1.8.42,<1.9.0|>=1.8.41,<1.9.0|>=1.8.40,<1.9.0|>=1.8.39,<1.9.0|>=1.8.38,<1.9.0|>=1.8.37,<1.9.0|>=1.8.36,<1.9.0|>=1.8.32,<1.9.0|>=1.8.28,<1.9.0|>=1.5.0,<1.6.0|>=1.4.1,<1.5.0|>=1.8.0,<1.9.0|>=1.7.0,<1.8.0']
ibm-wsrt-py37main-main -> botocore==1.16.11[build=*]
s3transfer -> botocore[version='>=1.12.36,<2.0.0|>=1.3.0,<2.0.0']
Package pyasn1-modules conflicts for:
google-auth -> pyasn1-modules[version='>=0.0.5,<1dev|>=0.2.1']
ibm-wsrt-py37main-main -> pyasn1-modules==0.2.8[build=*]
Package mpich conflicts for:
h5py -> mpich[version='>=3.2,<3.3.0a0|>=3.2.1,<3.3.0a0|>=3.3.1,<3.4.0a0|>=3.3.2,<3.4.0a0']
hdf5 -> mpich[version='>=3.2,<3.3.0a0|>=3.3,<3.4.0a0']
Package functools32 conflicts for:
matplotlib -> functools32
jsonschema -> functools32
matplotlib-base -> functools32
tensorflow-base -> functools32[version='>=3.2.3.2']
Package jeepney conflicts for:
keyring -> jeepney[version='>=0.4.2']
ibm-wsrt-py37main-main -> jeepney==0.4.0[build=*]
secretstorage -> jeepney[version='>=0.6']
Package pathlib2 conflicts for:
importlib_metadata -> pathlib2
pickleshare -> pathlib2
testpath -> pathlib2
ipython -> pathlib2
importlib-metadata -> pathlib2
pytest -> pathlib2[version='>=2.2.0']
Package libedit conflicts for:
sqlite -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20181209,<3.2.0a0|>=3.1.20191231,<3.2.0a0']
krb5 -> libedit[version='>=3.1,<4.0a0|>=3.1.20170329,<3.2.0a0|>=3.1.20170329,<4.0a0|>=3.1.20191231,<3.2.0a0|>=3.1.20191231,<4.0a0|>=3.1.20181209,<3.2.0a0|>=3.1.20181209,<4.0a0']
unixodbc -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20191231,<3.2.0a0']
ibm-wsrt-py37main-main -> libedit==3.1.20191231[build=*]
Package joblib conflicts for:
ibm-wsrt-py37main-main -> joblib==0.16.0[build=*]
nltk -> joblib
scikit-learn -> joblib[version='>=0.11']
Package rsa conflicts for:
ibm-wsrt-py37main-main -> rsa==4.6[build=*]
google-auth -> rsa[version='>=3.1.4,<4.1|>=3.1.4,<5|>=3.1.4,<4dev']
Package pandoc conflicts for:
nbconvert -> pandoc[version='>=1.12.1|>=1.12.1,<2.0.0']
ibm-wsrt-py37main-main -> pandoc==2.9.2.1[build=*]
Package toolz conflicts for:
ibm-wsrt-py37main-main -> toolz==0.10.0[build=*]
cytoolz -> toolz[version='>=0.10.0|>=0.8.0']
scikit-image -> toolz[version='>=0.7.3|>=0.7.4']
Package statsmodels conflicts for:
ibm-wsrt-py37main-main -> statsmodels==0.11.1[build=*]
seaborn -> statsmodels[version='>=0.5.0|>=0.8.0']
Package send2trash conflicts for:
ibm-wsrt-py37main-main -> send2trash==1.5.0[build=*]
notebook -> send2trash
Package opt_einsum conflicts for:
tensorflow-base -> opt_einsum[version='>=2.3.2,<3.0a0|>=2.3.2|>=3.1.0|>=3.1.0,<4.0a0']
ibm-wsrt-py37main-main -> opt_einsum==3.1.0[build=*]
Package testpath conflicts for:
nbconvert -> testpath
ibm-wsrt-py37main-main -> testpath==0.4.4[build=*]
Package c-ares conflicts for:
ibm-wsrt-py37main-main -> c-ares==1.15.0[build=*]
grpcio -> c-ares[version='>=1.14.0,<2.0a0|>=1.15.0,<2.0a0|>=1.16.1,<2.0a0']
Package keras conflicts for:
keras-applications -> keras[version='>=2.1.6']
keras-preprocessing -> keras[version='>=2.1.6']
Package hdf5 conflicts for:
ibm-wsrt-py37main-main -> hdf5==1.10.4[build=*]
pytables -> hdf5[version='1.10.1.*|1.10.1|>=1.10.3,<1.10.4.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.6,<1.10.7.0a0|>=1.10.2,<1.10.3.0a0|1.8.18|1.8.18.*|1.8.17|1.8.17.*|>=1.8.20,<1.9.0a0|>=1.8.18,<1.8.19.0a0|>=1.10.1,<1.10.2.0a0']
h5py -> hdf5[version='1.10.1|1.10.1.*|1.10.2.*|>=1.10.3,<1.10.4.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.6,<1.10.7.0a0|>=1.10.2,<1.10.3.0a0|1.8.18|1.8.18.*|1.8.17|1.8.17.*|1.8.17.*|1.8.15.*|>=1.8.20,<1.9.0a0|>=1.8.18,<1.8.19.0a0|>=1.10.1,<1.10.2.0a0',build='mpi_mpich_*|mpi_openmpi_*|mpi_openmpi_*|mpi_openmpi_*|mpi_mpich_*|mpi_mpich_*']
Package _libgcc_mutex conflicts for:
libgcc-ng -> _libgcc_mutex[version='*|0.1',build='main|conda_forge']
ibm-wsrt-py37main-main -> _libgcc_mutex==0.1[build=*]
Package ipython conflicts for:
ipykernel -> ipython[version='>=4.0.0|>=4.0|>=5.0']
ipywidgets -> ipython[version='>=4.0.0']
ibm-wsrt-py37main-main -> ipython==7.15.0[build=*]
Package pyzmq conflicts for:
ibm-wsrt-py37main-main -> pyzmq==19.0.1[build=*]
jupyter_client -> pyzmq[version='>=13']
notebook -> pyzmq[version='>=17']
Package importlib_metadata conflicts for:
keyring -> importlib_metadata[version='>=1']
pluggy -> importlib_metadata[version='>=0.12|>=0.9']
pytest -> importlib_metadata[version='>=0.12']
ibm-wsrt-py37main-main -> importlib_metadata==1.6.1[build=*]
jsonschema -> importlib_metadata
Package libcurl conflicts for:
hdf5 -> libcurl[version='>=7.71.1,<8.0a0']
tensorflow-base -> libcurl[version='>=7.64.1,<8.0a0|>=7.71.1,<8.0a0']
Package prometheus_client conflicts for:
notebook -> prometheus_client
ibm-wsrt-py37main-main -> prometheus_client==0.8.0[build=*]
Package pyjwt conflicts for:
oauthlib -> pyjwt[version='>=1.0.0']
ibm-wsrt-py37main-main -> pyjwt==1.7.1[build=*]
Package gst-plugins-base conflicts for:
qt -> gst-plugins-base[version='>=1.12.2,<1.13.0a0|>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.4,<1.15.0a0|>=1.14.0,<1.15.0a0']
ibm-wsrt-py37main-main -> gst-plugins-base==1.14.0[build=*]
Package libpq conflicts for:
qt -> libpq[version='>=12.3,<13.0a0']
ibm-wsrt-py37main-main -> libpq==12.2[build=*]
psycopg2 -> libpq[version='>=10.3,<11.0a0|>=10.5,<11.0a0|>=10.6,<11.0a0|>=11.2,<12.0a0|>=11.3,<12.0a0|>=11.5,<12.0a0|>=12.1,<13.0a0|>=12.2,<13.0a0|>=12.3,<13.0a0|>=11.1,<12.0a0|>=9.6.6']
Package markupsafe conflicts for:
jinja2 -> markupsafe[version='>=0.23']
ibm-wsrt-py37main-main -> markupsafe==1.1.1[build=*]
Package s3transfer conflicts for:
boto3 -> s3transfer[version='>=0.1.0,<0.2.0|>=0.1.10,<0.2.0|>=0.2.0,<0.3.0|>=0.3.0,<0.4.0']
ibm-wsrt-py37main-main -> s3transfer==0.3.3[build=*]
Package google-auth-oauthlib conflicts for:
tensorboard -> google-auth-oauthlib[version='0.4.1|>=0.4.1,<0.5']
ibm-wsrt-py37main-main -> google-auth-oauthlib==0.4.1[build=*]
Package qt conflicts for:
pyqt -> qt[version='4.8.*|5.6.*|5.9.*|>=5.12.5,<5.13.0a0|>=5.12.9,<5.13.0a0|>=5.9.7,<5.10.0a0|>=5.6.2,<5.7.0a0|>=4.8.6,<5.0|>=5.9.6,<5.10.0a0|>=5.9.4,<5.10.0a0|>=5.6.3,<5.7.0a0']
ibm-wsrt-py37main-main -> qt==5.9.7[build=*]
Package ninja conflicts for:
pytorch -> ninja
ibm-wsrt-py37main-main -> ninja==1.9.0[build=*]
Package blosc conflicts for:
pytables -> blosc[version='>=1.14.3,<2.0a0|>=1.14.4,<2.0a0|>=1.15.0,<2.0a0|>=1.16.3,<2.0a0|>=1.17.0,<2.0a0|>=1.18.1,<2.0a0|>=1.20.1,<2.0a0']
ibm-wsrt-py37main-main -> blosc==1.19.0[build=*]
Package decorator conflicts for:
plotly -> decorator[version='>=4.0.6']
traitlets -> decorator
ipython -> decorator
networkx -> decorator[version='>=3.4.0|>=4.3.0|>=4.1.0']
ibm-wsrt-py37main-main -> decorator==4.4.2[build=*]
Package backports.weakref conflicts for:
tensorflow-estimator -> backports.weakref[version='>=1.0rc1']
tensorflow-base -> backports.weakref[version='>=1.0.0inf.1,<2.0a0|>=1.0|>=1.0rc1']
Package tensorflow-base conflicts for:
ibm-wsrt-py37main-main -> tensorflow-base==2.1.0[build=*]
tensorflow-estimator -> tensorflow-base[version='>=1.14.0,<1.15.0a0|>=1.15.0,<1.16.0a0|>=2.0.0,<2.1.0a0|>=2.1.0,<2.2.0a0|>=2.2.0,<2.3.0a0|>=2.3.0,<2.4.0a0']
Package contextlib2 conflicts for:
importlib-metadata -> contextlib2
importlib_metadata -> contextlib2
Package h5py conflicts for:
ibm-wsrt-py37main-main -> h5py==2.10.0[build=*]
keras-applications -> h5py
tensorflow-base -> h5py[version='>=2.10.0,<2.11.0a0']
Package terminado conflicts for:
ibm-wsrt-py37main-main -> terminado==0.8.3[build=*]
notebook -> terminado[version='>=0.3.3|>=0.8.1|>=0.8.3']
Package cachetools conflicts for:
google-auth -> cachetools[version='>=2.0.0,<3.2|>=2.0.0,<5.0|>=2.0.0,<3dev']
ibm-wsrt-py37main-main -> cachetools==4.1.1[build=*]
Package widgetsnbextension conflicts for:
ipywidgets -> widgetsnbextension[version='>=1.2.2|>=1.2.3|>=1.2.6|>=1.2.6,<2|>=2.0.0|>=2.0.0,<3.0.0|>=3.0.0|>=3.0.0,<3.1.0|>=3.1.0,<3.2.0|>=3.2.0,<3.3.0|>=3.3.0,<3.4.0|>=3.4.0,<3.5.0|>=3.5.0,<3.6.0|>=3.2.0,<4.0.0|>=3.1.0,<4.0.0|>=3.0.0,<4.0.0|>=3.1.0,<4.0']
ibm-wsrt-py37main-main -> widgetsnbextension==3.5.1[build=*]
arcgis=1.6.0 -> widgetsnbextension[version='>=3']
Package webencodings conflicts for:
bleach -> webencodings
ibm-wsrt-py37main-main -> webencodings==0.5.1[build=*]
tensorboard -> webencodings
html5lib -> webencodings
Package ld_impl_linux-64 conflicts for:
python=3.7 -> ld_impl_linux-64[version='>=2.34']
ibm-wsrt-py37main-main -> ld_impl_linux-64==2.33.1[build=*]
Package lzo conflicts for:
pytables -> lzo[version='2.*|>=2.10,<3.0a0|2.06']
ibm-wsrt-py37main-main -> lzo==2.10[build=*]
Package dask-core conflicts for:
scikit-image -> dask-core[version='>=0.15|>=0.15.0|>=0.9.0']
ibm-wsrt-py37main-main -> dask-core==2.20.0[build=*]
Package tqdm conflicts for:
nltk -> tqdm
ibm-wsrt-py37main-main -> tqdm==4.47.0[build=*]
Package lcms2 conflicts for:
pillow -> lcms2[version='>=2.11,<3.0a0']
ibm-wsrt-py37main-main -> lcms2==2.11[build=*]
Package gmpy2 conflicts for:
mpmath -> gmpy2
sympy -> gmpy2[version='>=2.0.8']
Package yaml conflicts for:
ibm-wsrt-py37main-main -> yaml==0.2.5[build=*]
pyyaml -> yaml[version='>=0.1.7,<0.2.0a0|>=0.2.2,<0.3.0a0|>=0.2.5,<0.3.0a0']
Package urllib3 conflicts for:
requests -> urllib3[version='>=1.21.1,<1.22|>=1.21.1,<1.23|>=1.21.1,<1.24|>=1.21.1,<1.25|>=1.21.1,<1.26,!=1.25.0,!=1.25.1']
botocore -> urllib3[version='>=1.20,<1.24|>=1.20,<1.25|>=1.20,<1.26|>=1.25.4,<1.26|>=1.25.4,<1.27']
ibm-wsrt-py37main-main -> urllib3==1.25.9[build=*]
Package jedi conflicts for:
ipython -> jedi[version='>=0.10|>=0.16']
ibm-wsrt-py37main-main -> jedi==0.17.1[build=*]
Package jsonschema conflicts for:
jupyterlab_server -> jsonschema[version='>=3.0.1']
nbformat -> jsonschema[version='>=2.0,!=2.5.0|>=2.4,!=2.5.0']
ibm-wsrt-py37main-main -> jsonschema==3.2.0[build=*]
Package tensorboard conflicts for:
ibm-wsrt-py37main-main -> tensorboard==2.1.0[build=*]
tensorflow-base -> tensorboard[version='>=1.13.0,<1.14.0a0|>=1.14.0,<1.15.0a0']
Package pyshp conflicts for:
ibm-wsrt-py37main-main -> pyshp==2.1.0[build=*]
arcgis=1.6.0 -> pyshp
Package soupsieve conflicts for:
ibm-wsrt-py37main-main -> soupsieve==2.0.1[build=*]
beautifulsoup4 -> soupsieve[version='>=1.2']
Package multidict conflicts for:
ibm-wsrt-py37main-main -> multidict==4.7.6[build=*]
yarl -> multidict[version='>=2.0|>=4.0']
aiohttp -> multidict[version='>=2.1.4|>=4.0,<5.0|>=4.5,<5.0|>=4.5,<7.0|>=3.0.0']
Package pickleshare conflicts for:
ibm-wsrt-py37main-main -> pickleshare==0.7.5[build=*]
ipython -> pickleshare
Note that strict channel priority may have removed packages required for satisfiability.
In [7]:
!conda install -c conda-forge folium # uncomment this line if you haven't completed the Foursquare API lab
import folium # map rendering library
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: \
Found conflicts! Looking for incompatible packages.
This can take several minutes. Press CTRL-C to abort.
- \ failed
UnsatisfiableError: The following specifications were found
to be incompatible with the existing python installation in your environment:
Specifications:
- cffi -> python[version='2.7.*|3.5.*|3.6.*|3.6.9|3.6.9|3.6.9|3.6.9|>=3.6,<3.7.0a0|>=3.9,<3.10.0a0|>=3.8,<3.9.0a0|>=3.7,<3.8.0a0|>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|3.4.*',build='1_73_pypy|3_73_pypy|2_73_pypy|0_73_pypy']
- rsa -> python[version='2.7.*|3.4.*|3.5.*|3.6.*']
Your python: python=3.7
If python is on the left-most side of the chain, that's the version you've asked for.
When python appears to the right, that indicates that the thing on the left is somehow
not available for the python version you are constrained to. Note that conda will not
change your python version to a different minor version unless you explicitly specify
that.
The following specifications were found to be incompatible with each other:
Output in format: Requested package -> Available versions
Package libstdcxx-ng conflicts for:
glib -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
ibm-wsrt-py37main-main -> libstdcxx-ng==9.1.0[build=*]
hdf5 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
libffi -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tensorflow-base -> libstdcxx-ng[version='>=5.4.0|>=7.2.0']
libtiff -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gmp -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
yaml -> libstdcxx-ng[version='>=7.3.0']
zeromq -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
krb5 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
grpcio -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
py-xgboost -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=5.4.0|>=7.2.0']
pymssql -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
kiwisolver -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy -> libstdcxx-ng[version='>=4.9|>=7.3.0']
ninja -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
expat -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.2.0']
sip -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ncurses -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gst-plugins-base -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_fft -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
unixodbc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
scipy -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
pyodbc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lz4-c -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
qt -> libstdcxx-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
tensorboard -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
freetype -> libstdcxx-ng[version='>=4.9']
freetds -> libstdcxx-ng[version='>=4.9|>=7.3.0']
biopython -> libstdcxx-ng[version='>=7.2.0']
pytorch -> libstdcxx-ng[version='>=5.4.0|>=7.3.0']
numexpr -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scikit-learn -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sqlite -> libstdcxx-ng[version='>=4.9|>=7.3.0']
icu -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
snappy -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pcre -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.2.0']
pytables -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
blosc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyzmq -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
matplotlib -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
python=3.7 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
zstd -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
protobuf -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyqt -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
matplotlib-base -> libstdcxx-ng[version='>=7.3.0|>=7.5.0']
scikit-image -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libprotobuf -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pandas -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_random -> libstdcxx-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
libxgboost -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=5.4.0|>=7.2.0']
Package six conflicts for:
cryptography -> six[version='>=1.4.1']
h5py -> six
bokeh -> six[version='>=1.5.2']
mock -> six
bleach -> six
scikit-image -> six[version='>=1.4|>=1.7.3']
protobuf -> six
more-itertools -> six[version='>=1.0.0,<2.0.0']
jsonschema -> six[version='>=1.11.0']
ibm-wsrt-py37main-main -> six==1.15.0[build=*]
prompt-toolkit -> six[version='>=1.9.0']
mkl-service -> six
tensorboard -> six[version='>=1.10.0|>=1.12']
nltk -> six
packaging -> six
google-auth -> six[version='>=1.9.0|>=1.9.0,<2dev']
traitlets -> six
pyrsistent -> six
tensorflow-base -> six[version='>=1.10.0|>=1.12.0|>=1.12.0,<2.0a0']
keras-preprocessing -> six[version='>=1.9.0']
plotly -> six
absl-py -> six
cycler -> six
arcgis=1.6.0 -> six
pytables -> six
patsy -> six
html5lib -> six[version='>=1.9']
grpcio -> six[version='>=1.5.2']
pyopenssl -> six[version='>=1.5.2']
google-pasta -> six
pytest -> six[version='>=1.10.0']
tensorflow-estimator -> six[version='>=1.10.0']
python-dateutil -> six[version='>=1.5']
retrying -> six[version='>=1.7.0']
Package ncurses conflicts for:
libedit -> ncurses[version='5.9|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0|>=6.1,<7.0a0|6.0.*']
python=3.7 -> ncurses[version='>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0|>=6.1,<7.0a0']
readline -> ncurses[version='5.9.*|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.1,<7.0a0|>=6.0,<7.0a0|6.0.*']
ibm-wsrt-py37main-main -> ncurses==6.2[build=*]
sqlite -> ncurses[version='5.9|5.9.*|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0']
Package icu conflicts for:
libxml2 -> icu[version='56.*|58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
ibm-wsrt-py37main-main -> icu==58.2[build=*]
matplotlib -> icu[version='>=58.2,<59.0a0']
matplotlib-base -> icu[version='>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
libxslt -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
fontconfig -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
qt -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
Package scipy conflicts for:
scikit-learn -> scipy
seaborn -> scipy[version='>=0.15.2|>=1.0.1']
py-xgboost -> scipy
nltk -> scipy
tensorflow-base -> scipy[version='>=1.2.1|>=1.4.1']
patsy -> scipy
statsmodels -> scipy[version='>=0.14|>=1.0|>=1.2']
keras-preprocessing -> scipy[version='>=0.14']
scikit-image -> scipy[version='>=0.17|>=0.19|>=0.9']
ibm-wsrt-py37main-main -> scipy==1.5.0[build=*]
Package pillow conflicts for:
imageio -> pillow
ibm-wsrt-py37main-main -> pillow==7.2.0[build=*]
scikit-image -> pillow[version='>=1.7.8|>=2.1.0|>=4.3.0']
bokeh -> pillow[version='>=4.0|>=7.1.0']
matplotlib-base -> pillow[version='>=6.2.0']
Package pexpect conflicts for:
ipython -> pexpect[version='>4.3']
ibm-wsrt-py37main-main -> pexpect==4.8.0[build=*]
Package setuptools conflicts for:
joblib -> setuptools
pip -> setuptools
pytest -> setuptools[version='>=40.0']
plotly -> setuptools
markdown -> setuptools[version='>=36']
protobuf -> setuptools
matplotlib-base -> setuptools
numexpr -> setuptools
bleach -> setuptools
sympy -> setuptools
tensorboard -> setuptools[version='>=41.0.0|>=41.4']
ipython -> setuptools[version='>=18.5']
jsonschema -> setuptools
google-auth -> setuptools[version='>=40.3.0']
jinja2 -> setuptools
wheel -> setuptools
grpcio -> setuptools
astropy -> setuptools
ibm-wsrt-py37main-main -> setuptools==47.3.1[build=*]
networkx -> setuptools
pygments -> setuptools
matplotlib -> setuptools
Package soupsieve conflicts for:
beautifulsoup4 -> soupsieve[version='>=1.2']
ibm-wsrt-py37main-main -> soupsieve==2.0.1[build=*]
Package _py-xgboost-mutex conflicts for:
ibm-wsrt-py37main-main -> _py-xgboost-mutex==2.0=cpu_0
py-xgboost -> _py-xgboost-mutex[version='1.0|2.0',build='gpu_0|cpu_0']
Package libgcc-ng conflicts for:
readline -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
blas -> libgcc-ng[version='>=7.3.0|>=7.5.0|>=9.3.0']
kiwisolver -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
tensorboard -> libgcc-ng[version='>=7.2.0|>=7.3.0']
qt -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
mkl_random -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
freetype -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mistune -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libedit -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sqlalchemy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
c-ares -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
libsodium -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cytoolz -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libuuid -> libgcc-ng[version='>=7.2.0|>=7.3.0']
libxcb -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
glib -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
pyzmq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxml2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
fontconfig -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy-base -> libgcc-ng[version='>=7.2.0|>=7.3.0']
numexpr -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zeromq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cx_oracle -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
fastcache -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
matplotlib-base -> libgcc-ng[version='>=7.3.0|>=7.5.0']
libxgboost -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=5.4.0|>=7.2.0']
pyrsistent -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
sqlite -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tornado -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
protobuf -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pytorch -> libgcc-ng[version='>=5.4.0|>=7.3.0']
tk -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
blosc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
openssl -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
grpcio -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
snappy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
krb5 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
markupsafe -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
jpeg -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
ninja -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
mkl_fft -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
xz -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gstreamer -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libffi -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ncurses -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gmp -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
expat -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
mkl-service -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
pyyaml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libpng -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyodbc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lcms2 -> libgcc-ng[version='>=7.3.0|>=7.5.0']
zlib -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zstd -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pymssql -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
sip -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scikit-image -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pytables -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libpq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
brotlipy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
ibm-wsrt-py37main-main -> libgcc-ng==9.1.0[build=*]
pillow -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gst-plugins-base -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tensorflow-base -> libgcc-ng[version='>=5.4.0|>=7.2.0']
pcre -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
aiohttp -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetds -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
numpy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
astropy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
biopython -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxslt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
matplotlib -> libgcc-ng[version='>=7.2.0|>=7.3.0']
scikit-learn -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pandas -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
multidict -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cryptography -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
yaml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
psycopg2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
regex -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libprotobuf -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
hdf5 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
pywavelets -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
h5py -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyqt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scipy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
icu -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
py-xgboost -> libgcc-ng[version='>=4.9|>=7.3.0|>=5.4.0|>=7.2.0']
statsmodels -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
wrapt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
unixodbc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lxml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
python=3.7 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
lzo -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
bzip2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
dbus -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lz4-c -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libtiff -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cffi -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
Package unixodbc conflicts for:
freetds -> unixodbc[version='>=2.3.5,<2.4.0a0|>=2.3.7,<2.4.0a0|>=2.3.6,<2.4.0a0']
ibm-wsrt-py37main-main -> unixodbc==2.3.7[build=*]
pyodbc -> unixodbc[version='2.3.4.*|2.3.4|>=2.3.5,<2.4.0a0|>=2.3.7,<2.4.0a0|>=2.3.9,<2.4.0a0|>=2.3.6,<2.4.0a0']
Package attrs conflicts for:
jsonschema -> attrs[version='>=17.4.0']
ibm-wsrt-py37main-main -> attrs==19.3.0[build=*]
aiohttp -> attrs[version='>=17.3.0|>=17.4.0']
pytest -> attrs[version='>=17.2.0|>=17.4.0|>=17.4.0,<=19.1.0']
Package numpy conflicts for:
scipy -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.9|>=1.15.1,<2.0a0']
mkl-service -> numpy[version='>=1.11.3,<2.0a0']
bokeh -> numpy[version='>=1.11.3|>=1.7.1']
opt_einsum -> numpy
matplotlib -> numpy[version='1.10.*|1.11.*|>=1.14.6,<2.0a0']
py-xgboost -> numpy
pytorch -> numpy[version='>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.9.3,<2.0a0|>=1.9']
matplotlib-base -> numpy[version='>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.16.6,<2.0a0']
imageio -> numpy
statsmodels -> numpy[version='1.10.*|1.11.*|>=1.11|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.17.5,<2.0a0|>=1.9.3,<2.0a0|>=1.17.0,<2.0a0|>=1.19.1,<2.0a0|>=1.11.3,<2.0a0']
folium -> numpy
seaborn -> numpy[version='>=1.13.3|>=1.9.3']
numexpr -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0|>=1.16.4,<2.0a0|>=1.15.4,<2.0a0']
patsy -> numpy[version='>=1.4.0']
keras-preprocessing -> numpy[version='>=1.9.1']
nltk -> numpy
ibm-wsrt-py37main-main -> numpy==1.18.5[build=*]
arcgis=1.6.0 -> numpy
pandas -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.*|>=1.12.1,<2.0a0|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.4,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.9.*|>=1.9|>=1.8|>=1.7|>=1.16.6,<2.0a0|>=1.13.3,<2.0a0|>=1.11.3,<2.0a0']
tensorboard -> numpy[version='>=1.12|>=1.12.0|>=1.16']
h5py -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.8,<1.14|>=1.11.3,<2.0a0']
mkl_random -> numpy[version='>=1.11.3,<2.0a0|>=1.11|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.9.3,<2.0a0|>=1.14,<2.0a0']
scikit-image -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.16.6,<2.0a0|>=1.9.3,<2.0a0|>=1.13.3,<2.0a0']
pywavelets -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0']
biopython -> numpy[version='1.11.*|1.12.*|1.13.*|>=1.8|>=1.11.3,<2.0a0|>=1.9.3,<2.0a0|>=1.14.1,<2.0a0']
keras-applications -> numpy[version='>=1.9.1']
tensorflow-base -> numpy[version='>=1.12.1,<2.0a0|>=1.13.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.1,<2.0a0|>=1.16.6,<2.0a0|>=1.16.5,<2.0a0']
tensorflow-estimator -> numpy[version='>=1.13.3|>=1.16.1']
astropy -> numpy[version='1.11.*|1.12.*|1.13.*|>=1.10|>=1.11|>=1.13|>=1.14|>=1.16.5,<2.0a0|>=1.16|>=1.19.4,<2.0a0|>=1.19|>=1.17|>=1.9|>=1.16.6,<2.0a0|>=1.17.4,<2.0a0|>=1.13.3,<2.0a0|>=1.14.6,<2.0a0|>=1.11.3,<2.0a0|>=1.10.4,<2.0a0|>=1.9.3,<2.0a0|>=1.14.1,<2.0a0|>=1.14.0,<2.0a0']
mkl_fft -> numpy[version='>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0']
scikit-learn -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.9']
pytables -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0']
Package future conflicts for:
pytorch -> future
tensorflow-base -> future
ibm-wsrt-py37main-main -> future==0.18.2[build=*]
Package keras-applications conflicts for:
tensorflow-base -> keras-applications[version='>=1.0.5|>=1.0.6|>=1.0.8|>=1.0.8,<2.0a0']
ibm-wsrt-py37main-main -> keras-applications==1.0.8[build=*]
Package ipykernel conflicts for:
notebook -> ipykernel
ibm-wsrt-py37main-main -> ipykernel==5.3.0[build=*]
ipywidgets -> ipykernel[version='>=4.2.2|>=4.5.1']
Package urllib3 conflicts for:
botocore -> urllib3[version='>=1.20,<1.24|>=1.20,<1.25|>=1.20,<1.26|>=1.25.4,<1.26|>=1.25.4,<1.27']
ibm-wsrt-py37main-main -> urllib3==1.25.9[build=*]
requests -> urllib3[version='>=1.21.1,<1.22|>=1.21.1,<1.23|>=1.21.1,<1.24|>=1.21.1,<1.25|>=1.21.1,<1.26,!=1.25.0,!=1.25.1']
Package keras-preprocessing conflicts for:
tensorflow-base -> keras-preprocessing[version='>=1.0.3|>=1.0.5,<2.0a0|>=1.0.5|>=1.1.0']
ibm-wsrt-py37main-main -> keras-preprocessing==1.1.0[build=*]
Package google-pasta conflicts for:
ibm-wsrt-py37main-main -> google-pasta==0.2.0[build=*]
tensorflow-base -> google-pasta[version='>=0.1.6|>=0.1.8|>=0.1.7|>=0.1.7,<1.0a0']
Package python_abi conflicts for:
pywavelets -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp36m|*_cp37m']
grpcio -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp36m|*_cp38|*_cp37m|*_cp39']
sqlalchemy -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp39|*_cp37m|*_cp36m']
protobuf -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp36m|*_cp37m']
multidict -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
pexpect -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp37m']
cffi -> python_abi[version='3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp38|*_cp36m|*_cp39|*_cp37m']
regex -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
markupsafe -> python_abi[version='2.7.*|3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
tensorflow-base -> python_abi[version='3.6.*|3.7.*',build='*_cp36m|*_cp37m']
dill -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp27mu|*_cp36m|*_cp38|*_pypy36_pp73|*_cp37m']
pymssql -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_cp39|*_cp37m|*_cp36m']
matplotlib-base -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
wrapt -> python_abi[version='2.7.*|3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp27mu|*_cp36m|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m']
mistune -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp39|*_cp37m|*_cp36m']
brotlipy -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp38|*_pypy36_pp73|*_cp37m|*_cp39|*_cp36m']
soupsieve -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_cp27mu|*_pypy36_pp73|*_cp36m|*_cp38|*_cp37m']
pytables -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_cp36m|*_cp37m|*_cp39']
numexpr -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp38|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39']
pyrsistent -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp37m|*_cp39|*_cp36m']
mkl_random -> python_abi[version='3.6.*|3.7.*|3.8.*',build='*_cp36m|*_cp38|*_cp37m']
pandas -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
pysocks -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp36m|*_cp38|*_cp39|*_cp37m|*_pypy36_pp73']
ipykernel -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp37m|*_cp39|*_cp36m']
biopython -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m']
cytoolz -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_cp39|*_cp37m|*_cp36m']
traitlets -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_cp27mu|*_pypy36_pp73|*_cp36m|*_cp38|*_cp37m']
chardet -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp37m|*_cp39']
typing_extensions -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp37m|*_cp36m']
pytest -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp38|*_cp37m|*_cp39|*_cp36m']
glib -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp36m|*_cp37m']
jedi -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp38|*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m']
terminado -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp38|*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m']
statsmodels -> python_abi[version='3.6.*|3.8.*|3.9.*|3.7.*',build='*_cp38|*_cp36m|*_cp39|*_cp37m']
scikit-learn -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m']
ninja -> python_abi[version='3.6|3.6.*|3.8.*|3.7.*',build='*_cp38|*_pypy36_pp73|*_cp36m|*_cp37m']
urllib3 -> python_abi[version='2.7.*|3.8.*|3.6.*|3.6|3.7.*',build='*_pypy36_pp73|*_cp27mu|*_cp38|*_cp36m|*_cp37m']
importlib-metadata -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp27mu|*_cp36m|*_cp38|*_pypy36_pp73|*_cp37m']
beautifulsoup4 -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp38|*_cp37m']
pluggy -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39']
tornado -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp38|*_cp39|*_cp37m|*_cp36m']
setuptools -> python_abi[version='3.6.*|3.6|3.9.*|3.8.*|3.7.*',build='*_cp36m|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m']
cryptography -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp37m|*_cp39|*_cp36m']
sympy -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp36m|*_cp39|*_cp37m']
pickleshare -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_pypy36_pp73|*_cp38|*_cp37m|*_cp36m']
future -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp37m|*_cp36m|*_cp38|*_cp39']
keyring -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp37m|*_cp36m|*_cp39']
secretstorage -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp36m|*_cp39|*_cp37m']
scipy -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp37m|*_cp36m|*_cp38|*_cp39']
ipython -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp38|*_cp37m|*_cp39|*_cp36m']
psycopg2 -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
pyodbc -> python_abi[version='2.7.*|3.6.*|3.8.*|3.9.*|3.7.*',build='*_cp27mu|*_cp36m|*_cp38|*_cp39|*_cp37m']
pyyaml -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp37m|*_cp39']
sip -> python_abi[version='3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp38|*_cp36m|*_cp37m|*_cp39']
docutils -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp36m|*_cp38|*_pypy36_pp73|*_cp39|*_cp37m']
absl-py -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*|3.9.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39']
matplotlib -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
entrypoints -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp37m|*_cp36m|*_cp38|*_cp39']
nbconvert -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp36m|*_cp37m']
pillow -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
mkl-service -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_cp36m|*_cp37m|*_cp39']
mock -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp36m|*_cp38|*_cp39|*_cp37m|*_pypy36_pp73']
s3transfer -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp38|*_cp37m|*_cp39|*_cp36m']
bokeh -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
aiohttp -> python_abi[version='3.6|3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp36m|*_cp39|*_cp37m']
requests -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp37m|*_cp36m']
certifi -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*|3.9.*',build='*_cp27mu|*_cp38|*_pypy36_pp73|*_cp37m|*_cp39|*_cp36m']
h5py -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_cp39|*_cp37m|*_cp36m']
pyzmq -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp27mu|*_cp38|*_cp36m|*_cp39|*_pypy36_pp73|*_cp37m']
lxml -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp39|*_cp37m']
numpy -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_pypy36_pp73|*_cp38|*_cp39|*_cp37m|*_cp36m']
scikit-image -> python_abi[version='3.6.*|3.6|3.8.*|3.7.*|3.9.*',build='*_cp39|*_cp38|*_pypy36_pp73|*_cp37m|*_cp36m']
pyqt -> python_abi[version='3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp38|*_cp36m|*_cp39|*_cp37m']
mkl_fft -> python_abi[version='3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp38|*_cp36m|*_cp39|*_cp37m']
cx_oracle -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp39|*_cp37m']
py-xgboost -> python_abi[version='3.6.*|3.7.*|3.8.*',build='*_cp38|*_cp36m|*_cp37m']
kiwisolver -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_pypy36_pp73|*_cp38|*_cp36m|*_cp37m|*_cp39']
yarl -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp39|*_cp37m|*_cp36m']
jsonschema -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*',build='*_cp27mu|*_cp36m|*_pypy36_pp73|*_cp38|*_cp37m']
fastcache -> python_abi[version='2.7.*|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp27mu|*_cp38|*_cp36m|*_cp37m|*_cp39']
notebook -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp38|*_pypy36_pp73|*_cp37m|*_cp36m|*_cp39']
jupyter_core -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp27mu|*_cp39|*_cp38|*_pypy36_pp73|*_cp37m|*_cp36m']
widgetsnbextension=3.5.1 -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp38|*_cp39|*_pypy36_pp73|*_cp36m|*_cp37m']
astropy -> python_abi[version='3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp38|*_cp36m|*_cp39|*_cp37m']
Package wrapt conflicts for:
tensorflow-base -> wrapt[version='>=1.11.1|>=1.11.2|>=1.12.1|>=1.11.2,<2.0a0']
tensorflow-estimator -> wrapt[version='>=1.11.1']
ibm-wsrt-py37main-main -> wrapt==1.12.1[build=*]
Package zlib conflicts for:
glib -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
hdf5 -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
libpng -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
qt -> zlib[version='1.2.*|>=1.2.11,<1.3.0a0']
freetype -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
zstd -> zlib[version='>=1.2.11,<1.3.0a0']
python=3.7 -> zlib[version='>=1.2.11,<1.3.0a0']
pillow -> zlib[version='1.2.*|1.2.11|1.2.11.*|>=1.2.11,<1.3.0a0|1.2.8']
matplotlib -> zlib[version='>=1.2.11,<1.3.0a0']
sqlite -> zlib[version='>=1.2.11,<1.3.0a0']
libtiff -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
libxml2 -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
gst-plugins-base -> zlib[version='>=1.2.11,<1.3.0a0']
tk -> zlib[version='>=1.2.11,<1.3.0a0']
grpcio -> zlib[version='>=1.2.11,<1.3.0a0']
blosc -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
ibm-wsrt-py37main-main -> zlib==1.2.11[build=*]
pytables -> zlib[version='1.2.*|1.2.11.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
libpq -> zlib[version='>=1.2.11,<1.3.0a0']
tensorflow-base -> zlib[version='>=1.2.11,<1.3.0a0']
protobuf -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
pandoc -> zlib[version='1.2.*|1.2.11|1.2.11.*']
libprotobuf -> zlib[version='1.2.11|>=1.2.11,<1.3.0a0']
Package cryptography conflicts for:
pyopenssl -> cryptography[version='>=1.3|>=1.3.4|>=1.9|>=2.1.4|>=2.2.1|>=2.8']
pyjwt -> cryptography[version='>=1.0|>=1.4']
urllib3 -> cryptography[version='>=1.3.4']
secretstorage -> cryptography
oauthlib -> cryptography
ibm-wsrt-py37main-main -> cryptography==2.9.2[build=*]
Package typing conflicts for:
typing_extensions -> typing[version='>=3.6.2|>=3.7.4']
pytorch -> typing
Package libgfortran-ng conflicts for:
scipy -> libgfortran-ng[version='>=7,<8.0a0|>=7.2.0,<8.0a0']
ibm-wsrt-py37main-main -> libgfortran-ng==7.3.0[build=*]
blas -> libgfortran-ng[version='>=7,<8.0a0']
numpy -> libgfortran-ng[version='>=4.9|>=7,<8.0a0|>=7.2.0,<8.0a0']
numpy-base -> libgfortran-ng[version='>=7,<8.0a0']
hdf5 -> libgfortran-ng[version='>=7,<8.0a0|>=7.2.0,<8.0a0']
Package _openmp_mutex conflicts for:
libgcc-ng -> _openmp_mutex[version='>=4.5']
mkl -> _openmp_mutex[version='*|>=4.5',build=*_llvm]
blas -> _openmp_mutex[version='*|>=4.5',build=*_llvm]
Package libopenblas conflicts for:
numpy-base -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
numpy -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
numexpr -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
scikit-learn -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.3,<1.0a0']
scipy -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
Package tornado conflicts for:
jupyter_client -> tornado[version='>=4.1|>=4.1,<6']
notebook -> tornado[version='>=4|>=4,<6|>=4.1,<7|>=5.0|>=5.0,<7']
bokeh -> tornado[version='>=4.3,<4.5|>=4.3|>=5|>=5.1']
ipykernel -> tornado[version='>=4.0|>=4.2']
jupyterlab -> tornado[version='!=6.0.0,!=6.0.1,!=6.0.2']
ibm-wsrt-py37main-main -> tornado==6.0.4[build=*]
terminado -> tornado[version='>=4']
matplotlib-base -> tornado
matplotlib -> tornado
Package protobuf conflicts for:
tensorflow-estimator -> protobuf[version='>=3.6.1']
tensorboard -> protobuf[version='>=3.3.0|>=3.4.0|>=3.6.0|>=3.8.0|>=3.6.1']
ibm-wsrt-py37main-main -> protobuf==3.12.3[build=*]
grpcio -> protobuf[version='>=3.5.0']
tensorflow-base -> protobuf[version='>=3.3.0|>=3.4.0|>=3.6.0|>=3.6.1,<4.0a0|>=3.6.1|>=3.8.0|>=3.9.2']
Package pypy3.6 conflicts for:
yarl -> pypy3.6[version='>=7.3.2']
mistune -> pypy3.6[version='>=7.3.1|>=7.3.2']
pysocks -> pypy3.6[version='>=7.3.2']
secretstorage -> pypy3.6[version='>=7.3.2']
s3transfer -> pypy3.6[version='>=7.3.2']
numexpr -> pypy3.6[version='>=7.3.2']
beautifulsoup4 -> pypy3.6[version='>=7.3.1']
soupsieve -> pypy3.6[version='>=7.3.1']
terminado -> pypy3.6[version='>=7.3.1|>=7.3.2']
cx_oracle -> pypy3.6[version='>=7.3.1|>=7.3.2']
absl-py -> pypy3.6[version='>=7.3.1|>=7.3.2']
sympy -> pypy3.6[version='>=7.3.1|>=7.3.2']
ninja -> pypy3.6[version='>=7.3.1']
future -> pypy3.6[version='>=7.3.2']
wrapt -> pypy3.6[version='>=7.3.2']
pyzmq -> pypy3.6[version='>=7.3.1|>=7.3.2']
numpy -> pypy3.6[version='>=7.3.1|>=7.3.2']
lxml -> pypy3.6[version='>=7.3.1|>=7.3.2']
docutils -> pypy3.6[version='>=7.3.2']
protobuf -> pypy3.6[version='>=7.3.1|>=7.3.2']
kiwisolver -> pypy3.6[version='>=7.3.2']
bokeh -> pypy3.6[version='>=7.3.1|>=7.3.2']
sqlalchemy -> pypy3.6[version='>=7.3.1|>=7.3.2']
aiohttp -> pypy3.6[version='>=7.3.2']
brotlipy -> pypy3.6[version='>=7.3.1|>=7.3.2']
matplotlib -> pypy3.6[version='>=7.3.2']
pywavelets -> pypy3.6[version='>=7.3.1|>=7.3.2']
biopython -> pypy3.6[version='>=7.3.1|>=7.3.2']
pluggy -> pypy3.6[version='>=7.3.1|>=7.3.2']
entrypoints -> pypy3.6[version='>=7.3.2']
scipy -> pypy3.6[version='>=7.3.1|>=7.3.2']
importlib-metadata -> pypy3.6[version='>=7.3.1']
pickleshare -> pypy3.6[version='>=7.3.2']
pyyaml -> pypy3.6[version='>=7.3.2']
widgetsnbextension=3.5.1 -> pypy3.6[version='>=7.3.1|>=7.3.2']
pandas -> pypy3.6[version='>=7.3.1|>=7.3.2']
jedi -> pypy3.6[version='>=7.3.1|>=7.3.2']
multidict -> pypy3.6[version='>=7.3.1|>=7.3.2']
keyring -> pypy3.6[version='>=7.3.1|>=7.3.2']
pytest -> pypy3.6[version='>=7.3.1|>=7.3.2']
pyrsistent -> pypy3.6[version='>=7.3.1|>=7.3.2']
scikit-learn -> pypy3.6[version='>=7.3.2']
cryptography -> pypy3.6[version='>=7.3.1|>=7.3.2']
chardet -> pypy3.6[version='>=7.3.1|>=7.3.2']
certifi -> pypy3.6[version='>=7.3.1|>=7.3.2']
ipykernel -> pypy3.6[version='>=7.3.1|>=7.3.2']
cffi -> pypy3.6[version='7.3.0.*|7.3.1.*|7.3.2.*']
tornado -> pypy3.6[version='>=7.3.1|>=7.3.2']
psycopg2 -> pypy3.6[version='>=7.3.1|>=7.3.2']
nbconvert -> pypy3.6[version='>=7.3.1|>=7.3.2']
matplotlib-base -> pypy3.6[version='>=7.3.1|>=7.3.2']
mock -> pypy3.6[version='>=7.3.1|>=7.3.2']
regex -> pypy3.6[version='>=7.3.1|>=7.3.2']
pillow -> pypy3.6[version='>=7.3.1|>=7.3.2']
notebook -> pypy3.6[version='>=7.3.1|>=7.3.2']
setuptools -> pypy3.6[version='>=7.3.1|>=7.3.2']
markupsafe -> pypy3.6[version='>=7.3.2']
scikit-image -> pypy3.6[version='>=7.3.2']
ipython -> pypy3.6[version='>=7.3.1']
jupyter_core -> pypy3.6[version='>=7.3.2']
Package idna conflicts for:
urllib3 -> idna[version='>=2.0.0']
ibm-wsrt-py37main-main -> idna==2.9[build=*]
requests -> idna[version='>=2.5,<2.6|>=2.5,<2.7|>=2.5,<2.8|>=2.5,<2.9|>=2.5,<3']
cryptography -> idna[version='>=2.1']
Package nbformat conflicts for:
nbconvert -> nbformat[version='>=4.4']
notebook -> nbformat
ipywidgets -> nbformat[version='>=4.2.0']
ibm-wsrt-py37main-main -> nbformat==5.0.7[build=*]
plotly -> nbformat[version='>=4.2']
Package backports.functools_lru_cache conflicts for:
matplotlib-base -> backports.functools_lru_cache
soupsieve -> backports.functools_lru_cache
matplotlib -> backports.functools_lru_cache
wcwidth -> backports.functools_lru_cache
Package cudatoolkit conflicts for:
pytorch -> cudatoolkit[version='10.0.*|>=10.0.130,<10.1.0a0|>=10.1.243,<10.2.0a0|>=9.2,<9.3.0a0|9.2.*|>=9.0,<9.1.0a0|>=8.0,<8.1.0a0|9.0.*|8.0.*|7.5.*']
tensorflow-base -> cudatoolkit[version='8.0.*|9.0.*|9.2.*|>=10.0.130,<10.1.0a0|>=10.1.243,<10.2.0a0|>=10.1.168,<10.2.0a0|>=9.2,<9.3.0a0|>=9.0,<9.1.0a0']
py-xgboost -> cudatoolkit[version='8.0.*|>=10.0.130,<10.1.0a0|>=9.0,<9.1.0a0|>=9.2,<9.3.0a0|9.0.*|9.2.*']
libxgboost -> cudatoolkit[version='8.0.*|>=10.0.130,<10.1.0a0|>=9.0,<9.1.0a0|>=9.2,<9.3.0a0|9.0.*|9.2.*']
Package gst-plugins-base conflicts for:
qt -> gst-plugins-base[version='>=1.12.2,<1.13.0a0|>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.4,<1.15.0a0|>=1.14.0,<1.15.0a0']
ibm-wsrt-py37main-main -> gst-plugins-base==1.14.0[build=*]
Package libedit conflicts for:
unixodbc -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20191231,<3.2.0a0']
ibm-wsrt-py37main-main -> libedit==3.1.20191231[build=*]
krb5 -> libedit[version='>=3.1,<4.0a0|>=3.1.20170329,<3.2.0a0|>=3.1.20170329,<4.0a0|>=3.1.20191231,<3.2.0a0|>=3.1.20191231,<4.0a0|>=3.1.20181209,<3.2.0a0|>=3.1.20181209,<4.0a0']
sqlite -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20181209,<3.2.0a0|>=3.1.20191231,<3.2.0a0']
Package krb5 conflicts for:
ibm-wsrt-py37main-main -> krb5==1.17.1[build=*]
libpq -> krb5[version='>=1.14.2,<1.15.0a0|>=1.16,<1.17.0a0|>=1.16.1,<1.17.0a0|>=1.16.2,<1.17.0a0|>=1.16.3,<1.17.0a0|>=1.16.4,<1.17.0a0|>=1.17.1,<1.18.0a0']
Package libiconv conflicts for:
unixodbc -> libiconv[version='>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
fontconfig -> libiconv[version='1.15|>=1.15,<1.17.0a0']
libxml2 -> libiconv[version='1.15|>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
glib -> libiconv[version='1.15|>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
Package grpcio conflicts for:
tensorflow-estimator -> grpcio[version='>=1.8.6']
ibm-wsrt-py37main-main -> grpcio==1.27.2[build=*]
tensorflow-base -> grpcio[version='>=1.14.1,<2.0a0|>=1.14.1|>=1.16.1|>=1.8.6']
tensorboard -> grpcio[version='>=1.14|>=1.24.3|>=1.6.3']
Package libgfortran5 conflicts for:
libgfortran-ng -> libgfortran5[version='8.4.0.*|9.3.0.*']
blas -> libgfortran5[version='>=9.3.0']
scipy -> libgfortran5[version='>=9.3.0']
hdf5 -> libgfortran5[version='>=9.3.0']
Package joblib conflicts for:
nltk -> joblib
ibm-wsrt-py37main-main -> joblib==0.16.0[build=*]
scikit-learn -> joblib[version='>=0.11']
Package absl-py conflicts for:
ibm-wsrt-py37main-main -> absl-py==0.9.0[build=*]
tensorflow-estimator -> absl-py[version='>=0.1.6|>=0.7.0']
tensorboard -> absl-py[version='>=0.4|>=0.8.0|>=0.7']
tensorflow-base -> absl-py[version='>=0.1.6|>=0.7.0|>=0.7.1|>=0.8.1|>=0.7.1,<1.0a0']
Package jinja2 conflicts for:
folium -> jinja2[version='>=2.9']
ibm-wsrt-py37main-main -> jinja2==2.11.2[build=*]
bokeh -> jinja2[version='>=2.7']
notebook -> jinja2
jupyterlab_server -> jinja2[version='>2.10*|>=2.10']
jupyterlab -> jinja2[version='>=2.10']
nbconvert -> jinja2[version='>=2.4']
Package requests conflicts for:
ibm-wsrt-py37main-main -> requests==2.24.0[build=*]
plotly -> requests
tensorboard -> requests[version='>=2.21.0,<3']
bokeh -> requests[version='>=1.2.3']
requests-oauthlib -> requests[version='>=2.0.0']
jupyterlab_server -> requests
folium -> requests
nltk -> requests
Package click conflicts for:
ibm-wsrt-py37main-main -> click==7.1.2[build=*]
nltk -> click
google-auth-oauthlib -> click
Package zstd conflicts for:
libtiff -> zstd[version='>=1.3.3,<1.3.4.0a0|>=1.4.0,<1.5.0.0a0|>=1.4.3,<1.5.0.0a0|>=1.4.4,<1.5.0.0a0|>=1.4.5,<1.5.0a0|>=1.4|>=1.4.4,<1.5.0a0|>=1.3.7,<1.3.8.0a0']
ibm-wsrt-py37main-main -> zstd==1.4.4[build=*]
blosc -> zstd[version='>=1.3.7,<1.3.8.0a0|>=1.4.4,<1.5.0a0|>=1.4.5,<1.4.6.0a0']
Package openssl conflicts for:
qt -> openssl[version='1.0.*|1.1.*|>=1.1.1g,<1.1.2a|>=1.0.2p,<1.0.3a|>=1.0.2r,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2n,<1.0.3a']
cryptography -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1b,<1.1.2a|>=1.0.2n,<1.0.3a|>=1.0.2m,<1.0.3a']
libpq -> openssl[version='1.0.*|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1f,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1b,<1.1.2a|>=1.0.2o,<1.0.3a|>=1.0.2m,<1.0.3a']
ibm-wsrt-py37main-main -> openssl==1.1.1h[build=*]
psycopg2 -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1f,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.0.2n,<1.0.3a|>=1.0.2m,<1.0.3a']
grpcio -> openssl[version='>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a']
krb5 -> openssl[version='1.0.*|>=1.0.2l,<1.0.3a|>=1.0.2m,<1.0.3a|>=1.0.2n,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a']
python=3.7 -> openssl[version='>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1b,<1.1.2a']
freetds -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.0.2n,<1.0.3a']
hdf5 -> openssl[version='>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a']
Package cytoolz conflicts for:
scikit-image -> cytoolz[version='>=0.7.3']
ibm-wsrt-py37main-main -> cytoolz==0.10.1[build=*]
Package jsonschema conflicts for:
jupyterlab_server -> jsonschema[version='>=3.0.1']
nbformat -> jsonschema[version='>=2.0,!=2.5.0|>=2.4,!=2.5.0']
ibm-wsrt-py37main-main -> jsonschema==3.2.0[build=*]
Package jupyter_core conflicts for:
nbformat -> jupyter_core
notebook -> jupyter_core[version='>=4.4.0|>=4.6.0|>=4.6.1']
nbconvert -> jupyter_core
ibm-wsrt-py37main-main -> jupyter_core==4.6.3[build=*]
jupyter_client -> jupyter_core[version='>=4.6.0']
Package pywavelets conflicts for:
scikit-image -> pywavelets[version='>=0.4.0']
ibm-wsrt-py37main-main -> pywavelets==1.1.1[build=*]
Package pyasn1 conflicts for:
pyasn1-modules -> pyasn1[version='0.3.3|>=0.3.4,<0.4.0|>=0.4.1,<0.5.0|>=0.4.6,<0.5.0|>=0.1.8']
rsa -> pyasn1[version='>=0.1.3']
ibm-wsrt-py37main-main -> pyasn1==0.4.8[build=*]
google-auth -> pyasn1[version='>=0.1.7,<1dev']
Package functools32 conflicts for:
jsonschema -> functools32
matplotlib-base -> functools32
tensorflow-base -> functools32[version='>=3.2.3.2']
matplotlib -> functools32
Package packaging conflicts for:
wheel -> packaging[version='>=20.2']
ibm-wsrt-py37main-main -> packaging==20.4[build=*]
pytest -> packaging
bokeh -> packaging[version='>=16.8']
bleach -> packaging
Package html5lib conflicts for:
ibm-wsrt-py37main-main -> html5lib==1.1.0[build=*]
bleach -> html5lib[version='>=0.999,!=0.9999,!=0.99999,<0.99999999|>=0.99999999|>=0.99999999pre,!=1.0b1,!=1.0b2,!=1.0b3,!=1.0b4,!=1.0b5,!=1.0b6,!=1.0b7,!=1.0b8']
tensorboard -> html5lib[version='0.9999999|>=0.9999999,<0.10000000.0a0']
Package cffi conflicts for:
pytorch -> cffi
cryptography -> cffi[version='!=1.11.3,>=1.8|>=1.8,!=1.11.3|>=1.7|>=1.8']
ibm-wsrt-py37main-main -> cffi==1.14.0[build=*]
brotlipy -> cffi[version='>=1.0.0']
Package blosc conflicts for:
ibm-wsrt-py37main-main -> blosc==1.19.0[build=*]
pytables -> blosc[version='>=1.14.3,<2.0a0|>=1.14.4,<2.0a0|>=1.15.0,<2.0a0|>=1.16.3,<2.0a0|>=1.17.0,<2.0a0|>=1.18.1,<2.0a0|>=1.20.1,<2.0a0']
Package libgcc conflicts for:
pyqt -> libgcc
scipy -> libgcc
pytorch -> libgcc
Package kiwisolver conflicts for:
matplotlib -> kiwisolver
ibm-wsrt-py37main-main -> kiwisolver==1.2.0[build=*]
matplotlib-base -> kiwisolver[version='>=1.0.1']
Package pygments conflicts for:
ibm-wsrt-py37main-main -> pygments==2.6.1[build=*]
nbconvert -> pygments[version='>=2.4.1']
prompt-toolkit -> pygments
ipython -> pygments
Package subprocess32 conflicts for:
matplotlib -> subprocess32
jupyterlab -> subprocess32
matplotlib-base -> subprocess32
Package ptyprocess conflicts for:
terminado -> ptyprocess
pexpect -> ptyprocess[version='>=0.5']
ibm-wsrt-py37main-main -> ptyprocess==0.6.0[build=*]
Package cycler conflicts for:
matplotlib -> cycler[version='>=0.10']
ibm-wsrt-py37main-main -> cycler==0.10.0[build=*]
matplotlib-base -> cycler[version='>=0.10']
Package glib conflicts for:
ibm-wsrt-py37main-main -> glib==2.65.0[build=*]
dbus -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.56.2,<3.0a0|>=2.58.3,<3.0a0|>=2.63.1,<3.0a0']
gstreamer -> glib[version='2.51.*|>=2.55.0,<2.56.0a0|>=2.56.2,<2.57.0a0|>=2.58.2,<2.59.0a0|>=2.58.3,<3.0a0|>=2.56.1,<3.0a0|>=2.53.6,<3.0a0']
gst-plugins-base -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.58.2,<2.59.0a0|>=2.58.3,<3.0a0']
qt -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.56.2,<3.0a0|>=2.58.3,<3.0a0']
Package libffi conflicts for:
ibm-wsrt-py37main-main -> libffi==3.3[build=*]
gstreamer -> libffi[version='>=3.2.1,<3.3.0a0|>=3.2.1,<3.3a0']
python=3.7 -> libffi[version='>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
cffi -> libffi[version='<3.3.0.a0|>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
glib -> libffi[version='<3.3.0.a0|>=3.0.0|>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
Package decorator conflicts for:
ibm-wsrt-py37main-main -> decorator==4.4.2[build=*]
plotly -> decorator[version='>=4.0.6']
networkx -> decorator[version='>=3.4.0|>=4.3.0|>=4.1.0']
traitlets -> decorator
ipython -> decorator
Package contextlib2 conflicts for:
importlib-metadata -> contextlib2
importlib_metadata -> contextlib2
Package funcsigs conflicts for:
pytest -> funcsigs[version='>=1.0']
mock -> funcsigs
Package docutils conflicts for:
ibm-wsrt-py37main-main -> docutils==0.15.2[build=*]
botocore -> docutils[version='>=0.10|>=0.10,<0.15|>=0.10,<0.16']
Package xz conflicts for:
libxml2 -> xz[version='5.0.*|5.2.*|>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0|>=5.2.3,<6.0a0']
python=3.7 -> xz[version='>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0']
libtiff -> xz[version='5.0.*|5.2.*|>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0|>=5.2.3,<6.0a0']
gstreamer -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<5.3.0a0']
gst-plugins-base -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<5.3.0a0']
zstd -> xz[version='>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0']
ibm-wsrt-py37main-main -> xz==5.2.5[build=*]
Package pandas conflicts for:
seaborn -> pandas[version='>=0.14.0|>=0.22.0']
statsmodels -> pandas[version='>=0.14|>=0.21|>=0.23']
arcgis=1.6.0 -> pandas[version='>=0.23']
ibm-wsrt-py37main-main -> pandas==1.0.5[build=*]
folium -> pandas
bokeh -> pandas
Package importlib-metadata conflicts for:
keyring -> importlib-metadata
markdown -> importlib-metadata
pytest -> importlib-metadata[version='>=0.12']
ibm-wsrt-py37main-main -> importlib-metadata==1.6.1[build=*]
importlib_metadata -> importlib-metadata[version='>=1.1.3,<1.1.4.0a0|>=1.5.0,<1.5.1.0a0|>=1.5.2,<1.5.3.0a0|>=1.6.0,<1.6.1.0a0|>=1.6.1,<1.6.2.0a0|>=1.7.0,<1.7.1.0a0|>=2.0.0,<2.0.1.0a0|>=3.0.0,<3.0.1.0a0|>=3.1.0,<3.1.1.0a0']
Package ipython conflicts for:
ibm-wsrt-py37main-main -> ipython==7.15.0[build=*]
ipywidgets -> ipython[version='>=4.0.0']
ipykernel -> ipython[version='>=4.0.0|>=4.0|>=5.0']
Package matplotlib-base conflicts for:
matplotlib -> matplotlib-base[version='2.1.2|2.1.2|2.1.2|2.2.3|2.2.3|2.2.3|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|3.0.1|3.0.2|3.0.2|3.0.2|3.0.2|3.0.2|3.0.3|3.0.3|3.0.3|3.0.3|3.1.0|3.1.0|3.1.0|3.1.0|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.2|3.1.2|3.1.2|3.1.2|3.1.2|3.1.2|3.1.3|3.1.3|3.1.3|>=3.2.0,<3.2.1.0a0|>=3.2.1,<3.2.2.0a0|>=3.2.2,<3.2.3.0a0|>=3.3.0,<3.3.1.0a0|>=3.3.1,<3.3.2.0a0|>=3.3.2,<3.3.3.0a0|>=3.3.3,<3.3.4.0a0|>=2.2.5,<2.2.6.0a0|3.1.3|3.1.3|3.1.3|3.1.2|3.1.2|3.1.2',build='py38hef1b27d_1|py36hef1b27d_1|py36hef1b27d_0|py37h250f245_1|py27hfd891ef_0|py36hfd891ef_0|py37h250f245_1|py36h250f245_2|py38h250f245_2|py36h167e16e_1000|py37h167e16e_0|py36h167e16e_0|py37h5f35d83_1|py37h5f35d83_0|py37hfd891ef_1|py36hfd891ef_1|py36hfd891ef_0|py37he7580a8_1|py38h250f245_1|py38h250f245_2|py37h250f245_1|py38h250f245_1|py36h250f245_0|py38h250f245_0|py37h250f245_0|py36h250f245_1|py38h250f245_0|py36h250f245_0|py37h250f245_0|py36h250f245_2|py37h250f245_2|py36he7580a8_1|py37hfd891ef_0|py36h5f35d83_0|py36h5f35d83_1|py36h167e16e_1002|py37h167e16e_1002|py36h167e16e_1001|py37h167e16e_1001|py37hc2fb212_1001|py37h250f245_2|py27h250f245_2|py27h250f245_1|py36h250f245_1|py37hfd891ef_0|py37h60b886d_1|py36h60b886d_1|py27h60b886d_1|py36h250f245_1|py27h250f245_1|py37hef1b27d_0|py38hef1b27d_0|py37hef1b27d_1']
ibm-wsrt-py37main-main -> matplotlib-base==3.2.2[build=*]
seaborn -> matplotlib-base[version='>=2.1.2']
scikit-image -> matplotlib-base[version='>=2.0.0']
Package termcolor conflicts for:
tensorflow-estimator -> termcolor[version='>=1.1.0']
ibm-wsrt-py37main-main -> termcolor==1.1.0[build=*]
tensorflow-base -> termcolor[version='>=1.1.0|>=1.1.0,<2.0a0']
Package parso conflicts for:
jedi -> parso[version='0.1.0|>=0.1.0,<0.2|>=0.2.0,<0.8.0|>=0.3.0,<0.8.0|>=0.5.0,<0.8.0|>=0.5.2,<0.8.0|>=0.7.0,<0.8.0|>=0.7.0|>=0.5.2|>=0.5.0|>=0.3.0|>=0.2.0']
ibm-wsrt-py37main-main -> parso==0.7.0[build=*]
Package sqlite conflicts for:
python=3.7 -> sqlite[version='>=3.24.0,<4.0a0|>=3.25.1,<4.0a0|>=3.25.2,<4.0a0|>=3.25.3,<4.0a0|>=3.26.0,<4.0a0|>=3.28.0,<4.0a0|>=3.30.1,<4.0a0|>=3.32.3,<4.0a0|>=3.33.0,<4.0a0|>=3.31.1,<4.0a0|>=3.29.0,<4.0a0|>=3.27.2,<4.0a0']
qt -> sqlite[version='>=3.20.1,<4.0a0|>=3.22.0,<4.0a0|>=3.23.1,<4.0a0|>=3.24.0,<4.0a0|>=3.25.3,<4.0a0|>=3.26.0,<4.0a0|>=3.28.0,<4.0a0|>=3.29.0,<4.0a0|>=3.30.1,<4.0a0|>=3.33.0,<4.0a0']
ibm-wsrt-py37main-main -> sqlite==3.33.0[build=*]
Package freetype conflicts for:
matplotlib -> freetype[version='2.6.*|>=2.9.1,<3.0a0|>=2.8,<2.9.0a0']
matplotlib-base -> freetype[version='>=2.10.2,<3.0a0|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0']
fontconfig -> freetype[version='2.6.*|2.7|2.7.*|2.7|2.8.1|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0|>=2.8.1,<2.9.0a0|>=2.9,<3.0a0|>=2.8,<2.9.0a0']
ibm-wsrt-py37main-main -> freetype==2.10.2[build=*]
pillow -> freetype[version='2.5.*|2.6.*|2.7|2.7.*|2.7|2.8.*|2.8.1|2.8.1.*|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0|>=2.8.1,<2.9.0a0|>=2.10.3,<3.0a0|>=2.8,<2.9.0a0']
qt -> freetype[version='2.7|2.7.*|>=2.9.1,<3.0a0|>=2.8,<2.9.0a0']
Package mpich conflicts for:
h5py -> mpich[version='>=3.2,<3.3.0a0|>=3.2.1,<3.3.0a0|>=3.3.1,<3.4.0a0|>=3.3.2,<3.4.0a0']
hdf5 -> mpich[version='>=3.2,<3.3.0a0|>=3.3,<3.4.0a0']
Package _pytorch_select conflicts for:
pytorch -> _pytorch_select[version='0.1|0.2']
ibm-wsrt-py37main-main -> _pytorch_select==0.1[build=*]
Package libpq conflicts for:
qt -> libpq[version='>=12.3,<13.0a0']
ibm-wsrt-py37main-main -> libpq==12.2[build=*]
psycopg2 -> libpq[version='>=10.3,<11.0a0|>=10.5,<11.0a0|>=10.6,<11.0a0|>=11.2,<12.0a0|>=11.3,<12.0a0|>=11.5,<12.0a0|>=12.1,<13.0a0|>=12.2,<13.0a0|>=12.3,<13.0a0|>=11.1,<12.0a0|>=9.6.6']
Package jupyterlab conflicts for:
arcgis=1.6.0 -> jupyterlab
ibm-wsrt-py37main-main -> jupyterlab==2.2.6[build=*]
Package aiohttp conflicts for:
google-auth -> aiohttp[version='>=3.6.2,<4.0.0dev']
ibm-wsrt-py37main-main -> aiohttp==3.6.2[build=*]
Package jupyter_client conflicts for:
ipykernel -> jupyter_client
notebook -> jupyter_client[version='>=5.2.0|>=5.3.1|>=5.3.4']
nbconvert -> jupyter_client[version='>=4.2']
ibm-wsrt-py37main-main -> jupyter_client==6.1.3[build=*]
Package chardet conflicts for:
requests -> chardet[version='>=3.0.2,<3.1.0|>=3.0.2,<4']
ibm-wsrt-py37main-main -> chardet==3.0.4[build=*]
aiohttp -> chardet[version='>=2.0,<4.0']
Package botocore conflicts for:
s3transfer -> botocore[version='>=1.12.36,<2.0.0|>=1.3.0,<2.0.0']
boto3 -> botocore[version='>=1.10.0,<1.11.0|>=1.10.1,<1.11.0|>=1.10.10,<1.11.0|>=1.10.11,<1.11.0|>=1.10.12,<1.11.0|>=1.10.13,<1.11.0|>=1.10.14,<1.11.0|>=1.10.15,<1.11.0|>=1.10.16,<1.11.0|>=1.10.17,<1.11.0|>=1.10.18,<1.11.0|>=1.10.19,<1.11.0|>=1.10.20,<1.11.0|>=1.10.21,<1.11.0|>=1.10.22,<1.11.0|>=1.10.23,<1.11.0|>=1.10.24,<1.11.0|>=1.10.25,<1.11.0|>=1.10.26,<1.11.0|>=1.10.27,<1.11.0|>=1.10.28,<1.11.0|>=1.10.29,<1.11.0|>=1.10.30,<1.11.0|>=1.10.31,<1.11.0|>=1.10.32,<1.11.0|>=1.10.33,<1.11.0|>=1.10.34,<1.11.0|>=1.10.35,<1.11.0|>=1.10.36,<1.11.0|>=1.10.37,<1.11.0|>=1.10.38,<1.11.0|>=1.10.39,<1.11.0|>=1.10.40,<1.11.0|>=1.10.41,<1.11.0|>=1.10.42,<1.11.0|>=1.10.43,<1.11.0|>=1.10.44,<1.11.0|>=1.10.45,<1.11.0|>=1.10.46,<1.11.0|>=1.10.47,<1.11.0|>=1.10.48,<1.11.0|>=1.10.49,<1.11.0|>=1.10.50,<1.11.0|>=1.10.51,<1.11.0|>=1.10.52,<1.11.0|>=1.10.53,<1.11.0|>=1.10.54,<1.11.0|>=1.10.55,<1.11.0|>=1.10.56,<1.11.0|>=1.10.57,<1.11.0|>=1.10.58,<1.11.0|>=1.10.59,<1.11.0|>=1.10.60,<1.11.0|>=1.10.61,<1.11.0|>=1.10.62,<1.11.0|>=1.10.63,<1.11.0|>=1.10.64,<1.11.0|>=1.10.65,<1.11.0|>=1.10.66,<1.11.0|>=1.10.67,<1.11.0|>=1.10.68,<1.11.0|>=1.10.69,<1.11.0|>=1.10.70,<1.11.0|>=1.10.71,<1.11.0|>=1.10.72,<1.11.0|>=1.10.73,<1.11.0|>=1.10.74,<1.11.0|>=1.10.75,<1.11.0|>=1.10.76,<1.11.0|>=1.10.77,<1.11.0|>=1.10.78,<1.11.0|>=1.10.79,<1.11.0|>=1.10.80,<1.11.0|>=1.10.81,<1.11.0|>=1.10.82,<1.11.0|>=1.10.83,<1.11.0|>=1.10.84,<1.11.0|>=1.11.0,<1.12.0|>=1.11.1,<1.12.0|>=1.11.2,<1.12.0|>=1.11.3,<1.12.0|>=1.11.4,<1.12.0|>=1.11.5,<1.12.0|>=1.11.6,<1.12.0|>=1.11.7,<1.12.0|>=1.11.8,<1.12.0|>=1.11.9,<1.12.0|>=1.12.0,<1.13.0|>=1.12.1,<1.13.0|>=1.12.10,<1.13.0|>=1.12.100,<1.13.0|>=1.12.101,<1.13.0|>=1.12.102,<1.13.0|>=1.12.103,<1.13.0|>=1.12.104,<1.13.0|>=1.12.105,<1.13.0|>=1.12.106,<1.13.0|>=1.12.107,<1.13.0|>=1.12.108,<1.13.0|>=1.12.109,<1.13.0|>=1.12.110,<1.13.0|>=1.12.111,<1.13.0|>=1.12.112,<1.13.0|>=1.12.113,<1.13.0|>=1.12.114,<1.13.0|>=1.12.115,<1.13.0|>=1.12.116,<1.13.0|>=1.12.117,<1.13.0|>=1.12.118,<1.13.0|>=1.12.119,<1.13.0|>=1.12.120,<1.13.0|>=1.12.121,<1.13.0|>=1.12.122,<1.13.0|>=1.12.123,<1.13.0|>=1.12.124,<1.13.0|>=1.12.125,<1.13.0|>=1.12.126,<1.13.0|>=1.12.127,<1.13.0|>=1.12.128,<1.13.0|>=1.12.129,<1.13.0|>=1.12.130,<1.13.0|>=1.12.131,<1.13.0|>=1.12.132,<1.13.0|>=1.12.133,<1.13.0|>=1.12.134,<1.13.0|>=1.12.135,<1.13.0|>=1.12.136,<1.13.0|>=1.12.137,<1.13.0|>=1.12.138,<1.13.0|>=1.12.139,<1.13.0|>=1.12.140,<1.13.0|>=1.12.141,<1.13.0|>=1.12.142,<1.13.0|>=1.12.143,<1.13.0|>=1.12.144,<1.13.0|>=1.12.145,<1.13.0|>=1.12.146,<1.13.0|>=1.12.147,<1.13.0|>=1.12.148,<1.13.0|>=1.12.149,<1.13.0|>=1.12.150,<1.13.0|>=1.12.151,<1.13.0|>=1.12.152,<1.13.0|>=1.12.153,<1.13.0|>=1.12.154,<1.13.0|>=1.12.155,<1.13.0|>=1.12.156,<1.13.0|>=1.12.157,<1.13.0|>=1.12.158,<1.13.0|>=1.12.159,<1.13.0|>=1.12.160,<1.13.0|>=1.12.161,<1.13.0|>=1.12.162,<1.13.0|>=1.12.163,<1.13.0|>=1.12.164,<1.13.0|>=1.12.165,<1.13.0|>=1.12.166,<1.13.0|>=1.12.167,<1.13.0|>=1.12.168,<1.13.0|>=1.12.169,<1.13.0|>=1.12.170,<1.13.0|>=1.12.171,<1.13.0|>=1.12.172,<1.13.0|>=1.12.173,<1.13.0|>=1.12.174,<1.13.0|>=1.12.175,<1.13.0|>=1.12.176,<1.13.0|>=1.12.177,<1.13.0|>=1.12.178,<1.13.0|>=1.12.179,<1.13.0|>=1.12.180,<1.13.0|>=1.12.181,<1.13.0|>=1.12.182,<1.13.0|>=1.12.183,<1.13.0|>=1.12.184,<1.13.0|>=1.12.185,<1.13.0|>=1.12.186,<1.13.0|>=1.12.187,<1.13.0|>=1.12.188,<1.13.0|>=1.12.189,<1.13.0|>=1.12.190,<1.13.0|>=1.12.191,<1.13.0|>=1.12.192,<1.13.0|>=1.12.193,<1.13.0|>=1.12.194,<1.13.0|>=1.12.195,<1.13.0|>=1.12.196,<1.13.0|>=1.12.197,<1.13.0|>=1.12.198,<1.13.0|>=1.12.199,<1.13.0|>=1.12.200,<1.13.0|>=1.12.201,<1.13.0|>=1.12.202,<1.13.0|>=1.12.203,<1.13.0|>=1.12.204,<1.13.0|>=1.12.205,<1.13.0|>=1.12.206,<1.13.0|>=1.12.207,<1.13.0|>=1.12.208,<1.13.0|>=1.12.209,<1.13.0|>=1.12.210,<1.13.0|>=1.12.211,<1.13.0|>=1.12.212,<1.13.0|>=1.12.213,<1.13.0|>=1.12.214,<1.13.0|>=1.12.215,<1.13.0|>=1.12.216,<1.13.0|>=1.12.217,<1.13.0|>=1.12.218,<1.13.0|>=1.12.219,<1.13.0|>=1.12.220,<1.13.0|>=1.12.221,<1.13.0|>=1.12.222,<1.13.0|>=1.12.223,<1.13.0|>=1.12.224,<1.13.0|>=1.12.225,<1.13.0|>=1.12.226,<1.13.0|>=1.12.227,<1.13.0|>=1.12.228,<1.13.0|>=1.12.229,<1.13.0|>=1.12.230,<1.13.0|>=1.12.231,<1.13.0|>=1.12.232,<1.13.0|>=1.12.233,<1.13.0|>=1.12.234,<1.13.0|>=1.12.235,<1.13.0|>=1.12.236,<1.13.0|>=1.12.237,<1.13.0|>=1.12.238,<1.13.0|>=1.12.239,<1.13.0|>=1.12.240,<1.13.0|>=1.12.241,<1.13.0|>=1.12.242,<1.13.0|>=1.12.243,<1.13.0|>=1.12.244,<1.13.0|>=1.12.245,<1.13.0|>=1.12.246,<1.13.0|>=1.12.247,<1.13.0|>=1.12.248,<1.13.0|>=1.12.249,<1.13.0|>=1.12.250,<1.13.0|>=1.12.251,<1.13.0|>=1.12.252,<1.13.0|>=1.12.253,<1.13.0|>=1.13.0,<1.14.0|>=1.13.1,<1.14.0|>=1.13.10,<1.14.0|>=1.13.11,<1.14.0|>=1.13.12,<1.14.0|>=1.13.13,<1.14.0|>=1.13.14,<1.14.0|>=1.13.15,<1.14.0|>=1.13.16,<1.14.0|>=1.13.17,<1.14.0|>=1.13.18,<1.14.0|>=1.13.19,<1.14.0|>=1.13.20,<1.14.0|>=1.13.21,<1.14.0|>=1.13.22,<1.14.0|>=1.13.23,<1.14.0|>=1.13.24,<1.14.0|>=1.13.25,<1.14.0|>=1.13.26,<1.14.0|>=1.13.27,<1.14.0|>=1.13.28,<1.14.0|>=1.13.29,<1.14.0|>=1.13.30,<1.14.0|>=1.13.31,<1.14.0|>=1.13.32,<1.14.0|>=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.13.0|>=1.12.47,<1.13.0|>=1.12.46,<1.13.0|>=1.12.45,<1.13.0|>=1.12.44,<1.13.0|>=1.12.43,<1.13.0|>=1.12.42,<1.13.0|>=1.12.41,<1.13.0|>=1.12.40,<1.13.0|>=1.12.39,<1.13.0|>=1.12.38,<1.13.0|>=1.12.37,<1.13.0|>=1.12.36,<1.13.0|>=1.12.35,<1.13.0|>=1.12.34,<1.13.0|>=1.12.33,<1.13.0|>=1.12.32,<1.13.0|>=1.12.31,<1.13.0|>=1.12.30,<1.13.0|>=1.12.29,<1.13.0|>=1.12.28,<1.13.0|>=1.12.27,<1.13.0|>=1.12.26,<1.13.0|>=1.12.25,<1.13.0|>=1.12.24,<1.13.0|>=1.12.23,<1.13.0|>=1.12.22,<1.13.0|>=1.12.21,<1.13.0|>=1.12.20,<1.13.0|>=1.12.19,<1.13.0|>=1.12.18,<1.13.0|>=1.12.17,<1.13.0|>=1.12.16,<1.13.0|>=1.12.15,<1.13.0|>=1.12.14,<1.13.0|>=1.12.13,<1.13.0|>=1.12.12,<1.13.0|>=1.12.11,<1.13.0|>=1.12.9,<1.13.0|>=1.12.8,<1.13.0|>=1.12.7,<1.13.0|>=1.12.6,<1.13.0|>=1.12.5,<1.13.0|>=1.12.4,<1.13.0|>=1.12.3,<1.13.0|>=1.12.2,<1.13.0|>=1.10.9,<1.11.0|>=1.10.8,<1.11.0|>=1.10.7,<1.11.0|>=1.10.6,<1.11.0|>=1.10.5,<1.11.0|>=1.10.4,<1.11.0|>=1.10.3,<1.11.0|>=1.10.2,<1.11.0|>=1.9.23,<1.10.0|>=1.9.22,<1.10.0|>=1.9.21,<1.10.0|>=1.9.20,<1.10.0|>=1.9.19,<1.10.0|>=1.9.18,<1.10.0|>=1.9.17,<1.10.0|>=1.9.16,<1.10.0|>=1.9.15,<1.10.0|>=1.9.14,<1.10.0|>=1.9.13,<1.10.0|>=1.9.12,<1.10.0|>=1.9.11,<1.10.0|>=1.9.10,<1.10.0|>=1.9.9,<1.10.0|>=1.9.8,<1.10.0|>=1.9.7,<1.10.0|>=1.9.6,<1.10.0|>=1.9.5,<1.10.0|>=1.9.4,<1.10.0|>=1.9.3,<1.10.0|>=1.9.2,<1.10.0|>=1.9.1,<1.10.0|>=1.9.0,<1.10.0|>=1.8.50,<1.9.0|>=1.8.49,<1.9.0|>=1.8.48,<1.9.0|>=1.8.47,<1.9.0|>=1.8.46,<1.9.0|>=1.8.45,<1.9.0|>=1.8.44,<1.9.0|>=1.8.43,<1.9.0|>=1.8.42,<1.9.0|>=1.8.41,<1.9.0|>=1.8.40,<1.9.0|>=1.8.39,<1.9.0|>=1.8.38,<1.9.0|>=1.8.37,<1.9.0|>=1.8.36,<1.9.0|>=1.8.32,<1.9.0|>=1.8.28,<1.9.0|>=1.5.0,<1.6.0|>=1.4.1,<1.5.0|>=1.8.0,<1.9.0|>=1.7.0,<1.8.0']
ibm-wsrt-py37main-main -> botocore==1.16.11[build=*]
Package expat conflicts for:
qt -> expat[version='>=2.2.5,<2.3.0a0|>=2.2.9,<2.3.0a0|>=2.2.6,<3.0a0|>=2.2.5,<3.0a0']
ibm-wsrt-py37main-main -> expat==2.2.9[build=*]
dbus -> expat[version='>=2.2.10,<3.0a0|>=2.2.5,<2.3.0a0|>=2.2.9,<2.3.0a0|>=2.2.6,<3.0a0|>=2.2.5,<3.0a0']
Package matplotlib conflicts for:
seaborn -> matplotlib[version='>=1.4.3|>=2.1.2']
scikit-image -> matplotlib[version='>=1.1|>=1.3.1|>=2.0.0']
ibm-wsrt-py37main-main -> matplotlib==3.2.2[build=*]
bokeh -> matplotlib
arcgis=1.6.0 -> matplotlib
nltk -> matplotlib
Package secretstorage conflicts for:
ibm-wsrt-py37main-main -> secretstorage==3.1.0[build=*]
keyring -> secretstorage[version='>=3.2']
Package jupyterlab_server conflicts for:
ibm-wsrt-py37main-main -> jupyterlab_server==1.1.0[build=*]
jupyterlab -> jupyterlab_server[version='>=0.2.0,<0.3.0|>=1.0.0,<2.0.0|>=1.1.0,<2.0.0']
Package enum34 conflicts for:
absl-py -> enum34
brotlipy -> enum34
traitlets -> enum34
cryptography -> enum34
tensorflow-estimator -> enum34[version='>=1.1.6']
grpcio -> enum34[version='>=1.0.4']
tensorflow-base -> enum34[version='>=1.1.6|>=1.1.6,<2.0a0']
imageio -> enum34
pyqt -> enum34
Package mock conflicts for:
ibm-wsrt-py37main-main -> mock==4.0.2[build=*]
tensorflow-estimator -> mock[version='>=2.0.0']
pytables -> mock
tensorflow-base -> mock[version='>=2.0.0|>=2.0.0,<3.0a0']
Package pandoc conflicts for:
ibm-wsrt-py37main-main -> pandoc==2.9.2.1[build=*]
nbconvert -> pandoc[version='>=1.12.1|>=1.12.1,<2.0.0']
Package patsy conflicts for:
statsmodels -> patsy[version='>=0.4.0|>=0.5.1']
ibm-wsrt-py37main-main -> patsy==0.5.1[build=*]
seaborn -> patsy
Package python-dateutil conflicts for:
matplotlib-base -> python-dateutil[version='>=2.1']
jupyter_client -> python-dateutil[version='>=2.1']
bokeh -> python-dateutil[version='>=2.1']
ibm-wsrt-py37main-main -> python-dateutil==2.8.1[build=*]
botocore -> python-dateutil[version='>=2.1,<2.7.0|>=2.1,<2.8.1|>=2.1,<3.0.0']
matplotlib -> python-dateutil
pandas -> python-dateutil[version='>=2.5.*|>=2.6.1|>=2.7.3']
Package libsodium conflicts for:
ibm-wsrt-py37main-main -> libsodium==1.0.18[build=*]
zeromq -> libsodium[version='>=1.0.16,<1.0.17.0a0|>=1.0.17,<1.0.18.0a0|>=1.0.18,<1.0.19.0a0']
pyzmq -> libsodium[version='>=1.0.16,<1.0.17.0a0|>=1.0.17,<1.0.18.0a0|>=1.0.18,<1.0.19.0a0']
Package mkl-service conflicts for:
mkl_random -> mkl-service[version='>=2,<3.0a0']
scipy -> mkl-service[version='>=2,<3.0a0']
scikit-learn -> mkl-service[version='>=2,<3.0a0']
mkl_fft -> mkl-service[version='>=2,<3.0a0']
pytorch -> mkl-service[version='>=2,<3.0a0']
numexpr -> mkl-service[version='>=2,<3.0a0']
numpy -> mkl-service[version='>=2,<3.0a0']
ibm-wsrt-py37main-main -> mkl-service==2.3.0[build=*]
numpy-base -> mkl-service[version='>=2,<3.0a0']
Package pytz conflicts for:
plotly -> pytz
ibm-wsrt-py37main-main -> pytz==2020.1[build=*]
matplotlib -> pytz
matplotlib-base -> pytz
pandas -> pytz[version='>=2017.2']
Package llvm-openmp conflicts for:
mkl -> llvm-openmp[version='>=10.0.0|>=11.0.0|>=9.0.1']
blas -> llvm-openmp[version='>=10.0.0|>=11.0.0|>=9.0.1']
Package mpmath conflicts for:
sympy -> mpmath[version='>=0.19']
ibm-wsrt-py37main-main -> mpmath==1.1.0[build=*]
Package pyqt conflicts for:
ibm-wsrt-py37main-main -> pyqt==5.9.2[build=*]
matplotlib -> pyqt[version='4.11.*|>=5.12.3,<5.13.0a0|>=5.6.0,<5.7.0a0|>=5.9.2,<5.10.0a0|5.9.*|>=5.6,<6.0a0|5.*|5.6.*']
Package pyyaml conflicts for:
bokeh -> pyyaml[version='>=3.10']
ibm-wsrt-py37main-main -> pyyaml==5.3.1[build=*]
dask-core -> pyyaml
Package bleach conflicts for:
nbconvert -> bleach
tensorboard -> bleach[version='1.5.0|>=1.5.0,<1.5.1.0a0']
ibm-wsrt-py37main-main -> bleach==3.1.5[build=*]
Package json5 conflicts for:
jupyterlab_server -> json5
ibm-wsrt-py37main-main -> json5==0.9.5[build=*]
Package pathlib2 conflicts for:
ipython -> pathlib2
pytest -> pathlib2[version='>=2.2.0']
importlib-metadata -> pathlib2
pickleshare -> pathlib2
importlib_metadata -> pathlib2
testpath -> pathlib2
Package pluggy conflicts for:
ibm-wsrt-py37main-main -> pluggy==0.13.1[build=*]
pytest -> pluggy[version='>=0.12,<1.0|>=0.9,!=0.10,<1.0|>=0.9|>=0.7|>=0.5,<0.7']
Package blas conflicts for:
mkl_fft -> blas[version='*|1.0',build=mkl]
mkl-service -> blas==1.0=mkl
ibm-wsrt-py37main-main -> blas==1.0[build=*]
pytorch -> blas==1.0=mkl
numpy-base -> blas[version='*|*|1.0|1.0',build='mkl|mkl|openblas|openblas']
scipy -> blas[version='*|*|1.0|1.1|1.0',build='mkl|mkl|openblas|openblas|openblas']
numpy -> blas[version='*|*|1.0|1.1|1.0',build='mkl|mkl|openblas|openblas|openblas']
numexpr -> blas[version='*|*|1.0|1.0',build='mkl|mkl|openblas|openblas']
scikit-learn -> blas[version='*|*|1.1|1.0|1.0',build='mkl|mkl|openblas|openblas']
mkl_random -> blas[version='*|1.0',build=mkl]
Package zeromq conflicts for:
ibm-wsrt-py37main-main -> zeromq==4.3.2[build=*]
pyzmq -> zeromq[version='4.1.*|4.2.1|>=4.2.3,<4.3|>=4.2.5,<4.3|>=4.2.5,<4.3.0a0|>=4.3.1,<4.4.0a0|>=4.3.2,<4.4.0a0|>=4.3.3,<4.4.0a0|>=4.2.5,<4.2.6.0a0|4.2.*']
Package libxcb conflicts for:
ibm-wsrt-py37main-main -> libxcb==1.14[build=*]
gst-plugins-base -> libxcb[version='>=1.12,<2.0a0|>=1.13,<2.0a0']
qt -> libxcb[version='>=1.12,<2.0a0|>=1.13,<2.0a0']
Package importlib_metadata conflicts for:
ibm-wsrt-py37main-main -> importlib_metadata==1.6.1[build=*]
pluggy -> importlib_metadata[version='>=0.12|>=0.9']
jsonschema -> importlib_metadata
keyring -> importlib_metadata[version='>=1']
pytest -> importlib_metadata[version='>=0.12']
Package ipython_genutils conflicts for:
notebook -> ipython_genutils
traitlets -> ipython_genutils
ibm-wsrt-py37main-main -> ipython_genutils==0.2.0[build=*]
nbformat -> ipython_genutils
Package mkl_fft conflicts for:
ibm-wsrt-py37main-main -> mkl_fft==1.1.0[build=*]
numpy -> mkl_fft[version='>=1.0.4|>=1.0.6,<2.0a0']
Package cachetools conflicts for:
ibm-wsrt-py37main-main -> cachetools==4.1.1[build=*]
google-auth -> cachetools[version='>=2.0.0,<3.2|>=2.0.0,<5.0|>=2.0.0,<3dev']
Package pycparser conflicts for:
ibm-wsrt-py37main-main -> pycparser==2.20[build=*]
cffi -> pycparser
Package numexpr conflicts for:
ibm-wsrt-py37main-main -> numexpr==2.7.1[build=*]
pytables -> numexpr
Package h5py conflicts for:
keras-applications -> h5py
tensorflow-base -> h5py[version='>=2.10.0,<2.11.0a0']
ibm-wsrt-py37main-main -> h5py==2.10.0[build=*]
Package tk conflicts for:
matplotlib-base -> tk[version='>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0']
matplotlib -> tk[version='8.5.*|8.6.*|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
ibm-wsrt-py37main-main -> tk==8.6.10[build=*]
krb5 -> tk[version='8.6.*|>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
pillow -> tk[version='8.6.*|>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
python=3.7 -> tk[version='>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
Package terminado conflicts for:
notebook -> terminado[version='>=0.3.3|>=0.8.1|>=0.8.3']
ibm-wsrt-py37main-main -> terminado==0.8.3[build=*]
Package readline conflicts for:
sqlite -> readline[version='6.2.*|7.0|7.0.*|>=7.0,<8.0a0|>=8.0,<9.0a0']
python=3.7 -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
libpq -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
freetds -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
ibm-wsrt-py37main-main -> readline==8.0[build=*]
Package certifi conflicts for:
setuptools -> certifi[version='>=2016.09|>=2016.9.26']
tornado -> certifi
urllib3 -> certifi
ibm-wsrt-py37main-main -> certifi==2020.6.20[build=*]
matplotlib-base -> certifi[version='>=2020.06.20']
requests -> certifi[version='>=2017.4.17']
Package opt_einsum conflicts for:
ibm-wsrt-py37main-main -> opt_einsum==3.1.0[build=*]
tensorflow-base -> opt_einsum[version='>=2.3.2,<3.0a0|>=2.3.2|>=3.1.0|>=3.1.0,<4.0a0']
Package pcre conflicts for:
ibm-wsrt-py37main-main -> pcre==8.44[build=*]
gstreamer -> pcre[version='>=8.41,<9.0a0|>=8.43,<9.0a0|>=8.42,<9.0a0']
glib -> pcre[version='>=8.41,<9.0a0|>=8.43,<9.0a0|>=8.44,<9.0a0|>=8.42,<9.0a0']
Package google-auth-oauthlib conflicts for:
ibm-wsrt-py37main-main -> google-auth-oauthlib==0.4.1[build=*]
tensorboard -> google-auth-oauthlib[version='0.4.1|>=0.4.1,<0.5']
Package yaml conflicts for:
pyyaml -> yaml[version='>=0.1.7,<0.2.0a0|>=0.2.2,<0.3.0a0|>=0.2.5,<0.3.0a0']
ibm-wsrt-py37main-main -> yaml==0.2.5[build=*]
Package keyring conflicts for:
ibm-wsrt-py37main-main -> keyring==18.0.0[build=*]
arcgis=1.6.0 -> keyring
Package libxgboost conflicts for:
ibm-wsrt-py37main-main -> libxgboost==0.90[build=*]
py-xgboost -> libxgboost[version='0.7|0.71|0.72|0.72|0.72|0.80|0.80|0.80|0.80|0.80|0.80|0.81|0.81|0.82|0.82|0.90|0.90|0.90|0.90|1.0.2|1.0.2|1.1.1|1.2.0|0.90|0.90|0.90|0.90|0.90|0.90',build='hf484d3e_0|hf484d3e_0|h83be7fe_0|h4d71fd4_0|hf484d3e_1|hf484d3e_1001|he1b5a44_1|he1b5a44_1|he1b5a44_3|he1b5a44_1|he1b5a44_0|he1b5a44_0|he1b5a44_4|he1b5a44_2|he1b5a44_0|hf484d3e_1000|hfc679d8_0|hfc679d8_1|he6710b0_1|h6edc907_0|h688424c_0|he6710b0_0|h51060c3_0|h6edc907_0|h6cbba54_0|he6710b0_0|h87a4715_0|hf484d3e_0']
Package jpeg conflicts for:
pillow -> jpeg[version='8.*|9.*|>=9c,<10a|>=9d,<10a|>=9b,<10a']
libtiff -> jpeg[version='9.*|>=9b,<10a|>=9c,<10a|>=9d,<10a']
lcms2 -> jpeg[version='>=9b,<10a|>=9c,<10a|>=9d,<10a']
qt -> jpeg[version='9.*|>=9c,<10a|>=9d,<10a|>=9b,<10a']
ibm-wsrt-py37main-main -> jpeg==9b[build=*]
Package prompt-toolkit conflicts for:
ibm-wsrt-py37main-main -> prompt-toolkit==3.0.5[build=*]
ipython -> prompt-toolkit[version='!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0']
Package mkl conflicts for:
mkl-service -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.2,<2021.0a0|>=2019.4,<2021.0a0|>=2019.3,<2021.0a0']
scipy -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.4,<2021.0a0']
numpy-base -> mkl[version='>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
mkl_fft -> mkl[version='>=2018.0.3,<2019.0a0|>=2019.1,<2020.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.2,<2021.0a0|>=2019.4,<2021.0a0|>=2019.3,<2021.0a0|>=2019.1,<2021.0a0']
mkl_random -> mkl[version='>=2018.0.3,<2019.0a0|>=2019.1,<2020.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.0,<2021.0a0|>=2020.2,<2021.0a0|>=2020.1,<2021.0a0|>=2019.4,<2021.0a0|>=2019.1,<2021.0a0']
blas -> mkl
pytorch -> mkl[version='2019.*|>=2019.4,<2021.0a0|>=2019.1,<2021.0a0|>=2018.0.3,<2019.0a0|>=2018.0.2,<2019.0a0']
ibm-wsrt-py37main-main -> mkl==2020.1[build=*]
numexpr -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.1,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.4,<2021.0a0']
scikit-learn -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
tensorflow-base -> mkl[version='>=2018.0.2,<2019.0a0']
numpy -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.1,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
Package jeepney conflicts for:
keyring -> jeepney[version='>=0.4.2']
secretstorage -> jeepney[version='>=0.6']
ibm-wsrt-py37main-main -> jeepney==0.4.0[build=*]
Package wcwidth conflicts for:
pytest -> wcwidth
ibm-wsrt-py37main-main -> wcwidth==0.2.4[build=*]
prompt-toolkit -> wcwidth
Package mkl_random conflicts for:
numpy -> mkl_random[version='>=1.0.2,<2.0a0']
ibm-wsrt-py37main-main -> mkl_random==1.1.1[build=*]
Package multidict conflicts for:
ibm-wsrt-py37main-main -> multidict==4.7.6[build=*]
aiohttp -> multidict[version='>=2.1.4|>=4.0,<5.0|>=4.5,<5.0|>=4.5,<7.0|>=3.0.0']
Package tqdm conflicts for:
nltk -> tqdm
ibm-wsrt-py37main-main -> tqdm==4.47.0[build=*]
Package wheel conflicts for:
pip -> wheel
tensorboard -> wheel[version='>=0.26']
ibm-wsrt-py37main-main -> wheel==0.34.2[build=*]
Package backports.weakref conflicts for:
tensorflow-base -> backports.weakref[version='>=1.0.0inf.1,<2.0a0|>=1.0|>=1.0rc1']
tensorflow-estimator -> backports.weakref[version='>=1.0rc1']
Package lz4-c conflicts for:
ibm-wsrt-py37main-main -> lz4-c==1.9.2[build=*]
blosc -> lz4-c[version='>=1.8.1.2,<1.9.0a0|>=1.9.2,<1.10.0a0']
zstd -> lz4-c[version='>=1.8.1.2,<1.8.2.0a0|>=1.8.3,<1.8.4.0a0|>=1.9.2,<1.9.3.0a0|>=1.9.2,<1.10.0a0']
Package networkx conflicts for:
scikit-image -> networkx[version='>=1.8,<2.0|>=1.8|>=2.0']
ibm-wsrt-py37main-main -> networkx==2.4[build=*]
Package qt conflicts for:
pyqt -> qt[version='4.8.*|5.6.*|5.9.*|>=5.12.5,<5.13.0a0|>=5.12.9,<5.13.0a0|>=5.9.7,<5.10.0a0|>=5.6.2,<5.7.0a0|>=4.8.6,<5.0|>=5.9.6,<5.10.0a0|>=5.9.4,<5.10.0a0|>=5.6.3,<5.7.0a0']
ibm-wsrt-py37main-main -> qt==5.9.7[build=*]
Package s3transfer conflicts for:
ibm-wsrt-py37main-main -> s3transfer==0.3.3[build=*]
boto3 -> s3transfer[version='>=0.1.0,<0.2.0|>=0.1.10,<0.2.0|>=0.2.0,<0.3.0|>=0.3.0,<0.4.0']
Package webencodings conflicts for:
html5lib -> webencodings
tensorboard -> webencodings
bleach -> webencodings
ibm-wsrt-py37main-main -> webencodings==0.5.1[build=*]
Package pickleshare conflicts for:
ipython -> pickleshare
ibm-wsrt-py37main-main -> pickleshare==0.7.5[build=*]
Package libpng conflicts for:
ibm-wsrt-py37main-main -> libpng==1.6.37[build=*]
gst-plugins-base -> libpng[version='>=1.6.37,<1.7.0a0']
tensorflow-base -> libpng[version='>=1.6.37,<1.7.0a0']
freetype -> libpng[version='1.6.*|>=1.6.21,<1.7|>=1.6.22,<1.6.31|>=1.6.32,<1.6.35|>=1.6.34,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.28,<1.7|>=1.6.23,<1.7|>=1.6.32,<1.7.0a0']
matplotlib -> libpng[version='>=1.6.23,<1.7|>=1.6.37,<1.7.0a0|>=1.6.36,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.34,<1.7.0a0|>=1.6.32,<1.7.0a0']
matplotlib-base -> libpng[version='>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0']
qt -> libpng[version='>=1.6.28,<1.7|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.36,<1.7.0a0|>=1.6.34,<1.7.0a0|>=1.6.32,<1.7.0a0']
fontconfig -> libpng[version='>=1.6.21,<1.7|>=1.6.22,<1.6.31|>=1.6.32,<1.6.35|>=1.6.34,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.28,<1.7|>=1.6.23,<1.7|>=1.6.32,<1.7.0a0']
Package libcblas conflicts for:
scikit-learn -> libcblas[version='>=3.8.0,<4.0a0']
blas -> libcblas[version='3.8.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0',build='0_h6e990d7_netlib|0_blis|1_h6e990d7_netlib|2_openblas|3_blis|4_blis|5_h6e990d7_netlib|5_openblas|5_mkl|6_blis|6_h6e990d7_netlib|8_blis|8_mkl|8_h6e990d7_netlib|9_blis|9_mkl|10_blis|10_openblas|10_mkl|10_h86c2bf4_netlib|11_blis|13_blis|13_openblas|13_mkl|15_blis|16_openblas|16_blis|17_openblas|19_mkl|20_mkl|21_mkl|18_mkl|16_mkl|15_openblas|15_mkl|14_mkl|14_openblas|14_blis|12_mkl|12_openblas|12_blis|11_h86c2bf4_netlib|11_mkl|11_openblas|9_openblas|8_openblas|7_h6e990d7_netlib|7_mkl|7_openblas|7_blis|6_mkl|6_openblas|5_blis|4_h6e990d7_netlib|4_mkl|4_openblas|3_openblas|2_blis|0_openblas']
numpy -> libcblas[version='>=3.8.0,<4.0a0']
scipy -> libcblas[version='>=3.8.0,<4.0a0']
Package ipaddress conflicts for:
notebook -> ipaddress
cryptography -> ipaddress
urllib3 -> ipaddress
Package typing-extensions conflicts for:
aiohttp -> typing-extensions[version='>=3.6.5']
yarl -> typing-extensions[version='>=3.7.4']
Package defusedxml conflicts for:
ibm-wsrt-py37main-main -> defusedxml==0.6.0[build=*]
nbconvert -> defusedxml
Package olefile conflicts for:
pillow -> olefile
ibm-wsrt-py37main-main -> olefile==0.46[build=*]
Package notebook conflicts for:
jupyterlab -> notebook[version='>=4.2|>=4.3|>=4.3.1']
widgetsnbextension=3.5.1 -> notebook[version='>=4.4.1']
ibm-wsrt-py37main-main -> notebook==6.0.3[build=*]
ipywidgets -> notebook
jupyterlab_server -> notebook[version='>=4.2.0']
arcgis=1.6.0 -> notebook
Package numpy-base conflicts for:
ibm-wsrt-py37main-main -> numpy-base==1.18.5[build=*]
numexpr -> numpy-base[version='>=1.17.3,<2.0a0']
numpy -> 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mkl_random -> numpy-base[version='>=1.0.2,<2.0a0']
mkl_fft -> numpy-base[version='>=1.0.6,<2.0a0']
Package libgfortran conflicts for:
hdf5 -> libgfortran[version='>=3.0']
numpy -> libgfortran[version='>=3.0']
scipy -> libgfortran[version='>=3.0']
Package werkzeug conflicts for:
tensorboard -> werkzeug[version='>=0.11.10|>=0.11.15|>=0.14']
tensorflow-base -> werkzeug[version='>=0.14.1,<1.0a0']
ibm-wsrt-py37main-main -> werkzeug==1.0.1[build=*]
Package cudnn conflicts for:
tensorflow-base -> cudnn[version='>=7.0.0,<=8.0a0|>=7.1.0,<=8.0a0|>=7.2.0,<=8.0a0|>=7.3.1,<8.0a0|>=7.6,<8.0a0|>=7.6.5,<8.0a0|>=7.6.0,<8.0a0|>=7.6.4,<8.0a0|>=7.1.2,<=8.0a0|>=7.0.5,<=8.0a0']
pytorch -> cudnn[version='5.1.*|6.0.*|>=7.0.0,<=8.0a0|>=7.0.5,<=8.0a0|>=7.1.0,<=8.0a0|>=7.1.3,<8.0a0|>=7.3.0,<=8.0a0|>=7.6,<8.0a0|>=7.6.5,<8.0a0|>=7.6.4,<8.0a0|>=7.3.1,<8.0a0|>=7.1.2,<=8.0a0']
Package nbconvert conflicts for:
notebook -> nbconvert[version='<6.0']
ibm-wsrt-py37main-main -> nbconvert==5.6.1[build=*]
Package libxml2 conflicts for:
libxslt -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
ibm-wsrt-py37main-main -> libxml2==2.9.10[build=*]
lxml -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|2.9.3|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
fontconfig -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
qt -> libxml2[version='>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0']
Package yarl conflicts for:
aiohttp -> yarl[version='>=0.10.0,<0.11|>=1.0,<1.6.0|>=1.0,<2.0|>=0.11']
ibm-wsrt-py37main-main -> yarl==1.5.1[build=*]
Package pyjwt conflicts for:
ibm-wsrt-py37main-main -> pyjwt==1.7.1[build=*]
oauthlib -> pyjwt[version='>=1.0.0']
Package requests-oauthlib conflicts for:
ibm-wsrt-py37main-main -> requests-oauthlib==1.3.0[build=*]
google-auth-oauthlib -> requests-oauthlib[version='>=0.7.0|>=0.7.0,<1dev']
Package traitlets conflicts for:
ibm-wsrt-py37main-main -> traitlets==4.3.3[build=*]
jupyter_client -> traitlets
ipykernel -> traitlets[version='>=4.1']
notebook -> traitlets[version='>=4.2.1|>=4.3']
nbconvert -> traitlets[version='>=4.2']
jupyter_core -> traitlets
nbformat -> traitlets[version='>=4.1']
ipython -> traitlets[version='>=4.2']
ipywidgets -> traitlets[version='>=4.2.1|>=4.3.1|>=4.3.1,<5.0.0|>=4.3.1,<6.0.0']
Package send2trash conflicts for:
ibm-wsrt-py37main-main -> send2trash==1.5.0[build=*]
notebook -> send2trash
Package tensorflow-base conflicts for:
tensorflow-estimator -> tensorflow-base[version='>=1.14.0,<1.15.0a0|>=1.15.0,<1.16.0a0|>=2.0.0,<2.1.0a0|>=2.1.0,<2.2.0a0|>=2.2.0,<2.3.0a0|>=2.3.0,<2.4.0a0']
ibm-wsrt-py37main-main -> tensorflow-base==2.1.0[build=*]
Package zipp conflicts for:
importlib-metadata -> zipp[version='>=0.5']
ibm-wsrt-py37main-main -> zipp==3.1.0[build=*]
importlib_metadata -> zipp[version='>=0.3.2|>=0.5']
Package libtiff conflicts for:
qt -> libtiff[version='4.0.*|>=4.0.10,<5.0a0']
ibm-wsrt-py37main-main -> libtiff==4.1.0[build=*]
pillow -> libtiff[version='4.*|4.0.*|>=4.0.10,<5.0a0|>=4.1.0,<5.0a0|>=4.0.9,<5.0a0|>=4.0.8,<4.0.10|>=4.0.3,<4.0.8|4.0.6|>=4.0.8,<5.0a0']
lcms2 -> libtiff[version='>=4.0.10,<5.0a0|>=4.1.0,<5.0a0']
Package libuuid conflicts for:
ibm-wsrt-py37main-main -> libuuid==1.0.3[build=*]
fontconfig -> libuuid[version='>=1.0.3,<2.0a0|>=2.32.1,<3.0a0']
Package typing_extensions conflicts for:
bokeh -> typing_extensions[version='>=3.7.4']
aiohttp -> typing_extensions[version='>=3.6.5']
ibm-wsrt-py37main-main -> typing_extensions==3.7.4.2[build=*]
Package libblas conflicts for:
scipy -> libblas[version='>=3.8.0,<4.0a0']
numpy -> libblas[version='>=3.8.0,<4.0a0']
blas -> libblas[version='3.8.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0',build='0_h6e990d7_netlib|0_blis|1_h6e990d7_netlib|2_openblas|3_blis|4_blis|5_h6e990d7_netlib|5_openblas|5_mkl|6_blis|6_h6e990d7_netlib|8_blis|8_mkl|8_h6e990d7_netlib|9_blis|9_mkl|10_blis|10_openblas|10_mkl|10_h86c2bf4_netlib|11_blis|13_blis|13_openblas|13_mkl|15_blis|16_openblas|16_blis|17_openblas|19_mkl|20_mkl|21_mkl|18_mkl|16_mkl|15_openblas|15_mkl|14_mkl|14_openblas|14_blis|12_mkl|12_openblas|12_blis|11_h86c2bf4_netlib|11_mkl|11_openblas|9_openblas|8_openblas|7_h6e990d7_netlib|7_mkl|7_openblas|7_blis|6_mkl|6_openblas|5_blis|4_h6e990d7_netlib|4_mkl|4_openblas|3_openblas|2_blis|0_openblas']
Package widgetsnbextension conflicts for:
ibm-wsrt-py37main-main -> widgetsnbextension==3.5.1[build=*]
arcgis=1.6.0 -> widgetsnbextension[version='>=3']
ipywidgets -> widgetsnbextension[version='>=1.2.2|>=1.2.3|>=1.2.6|>=1.2.6,<2|>=2.0.0|>=2.0.0,<3.0.0|>=3.0.0|>=3.0.0,<3.1.0|>=3.1.0,<3.2.0|>=3.2.0,<3.3.0|>=3.3.0,<3.4.0|>=3.4.0,<3.5.0|>=3.5.0,<3.6.0|>=3.2.0,<4.0.0|>=3.1.0,<4.0.0|>=3.0.0,<4.0.0|>=3.1.0,<4.0']
Package jmespath conflicts for:
botocore -> jmespath[version='>=0.7.1,<1.0.0']
ibm-wsrt-py37main-main -> jmespath==0.9.4[build=*]
boto3 -> jmespath[version='>=0.7.1,<1.0.0']
Package snappy conflicts for:
blosc -> snappy[version='1.1.6|>=1.1.8,<2.0a0|>=1.1.7,<2.0a0']
ibm-wsrt-py37main-main -> snappy==1.1.8[build=*]
Package pip conflicts for:
ibm-wsrt-py37main-main -> pip==20.1.1[build=*]
python=3.7 -> pip
Package mistune conflicts for:
ibm-wsrt-py37main-main -> mistune==0.8.4[build=*]
nbconvert -> mistune[version='>0.6|>=0.7.4|>=0.8.1']
Package ca-certificates conflicts for:
ibm-wsrt-py37main-main -> ca-certificates==2020.10.14[build=*]
openssl -> ca-certificates
Package testpath conflicts for:
nbconvert -> testpath
ibm-wsrt-py37main-main -> testpath==0.4.4[build=*]
Package gstreamer conflicts for:
qt -> gstreamer[version='>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.4,<1.15.0a0|>=1.14.0,<1.15.0a0']
ibm-wsrt-py37main-main -> gstreamer==1.14.0[build=*]
gst-plugins-base -> gstreamer[version='1.8.*|>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.1,<2.0a0|>=1.14.4,<2.0a0|>=1.14.5,<2.0a0|>=1.18.1,<2.0a0|>=1.14.0,<2.0a0|>=1.12.2,<1.13.0a0']
Package fontconfig conflicts for:
ibm-wsrt-py37main-main -> fontconfig==2.13.0[build=*]
qt -> fontconfig[version='2.12.*|>=2.13.1,<3.0a0|>=2.13.0,<3.0a0|>=2.12.6,<3.0a0|>=2.12.4,<3.0a0']
Package py conflicts for:
ibm-wsrt-py37main-main -> py==1.8.2[build=*]
pyzmq -> py
pytest -> py[version='>=1.4.29|>=1.4.33|>=1.5.0|>=1.8.2']
Package pytest conflicts for:
astropy -> pytest[version='<3.7|<4']
ibm-wsrt-py37main-main -> pytest==5.4.3[build=*]
Package markupsafe conflicts for:
jinja2 -> markupsafe[version='>=0.23']
ibm-wsrt-py37main-main -> markupsafe==1.1.1[build=*]
Package retrying conflicts for:
plotly -> retrying[version='>=1.3.3']
ibm-wsrt-py37main-main -> retrying==1.3.3[build=*]
Package toolz conflicts for:
scikit-image -> toolz[version='>=0.7.3|>=0.7.4']
cytoolz -> toolz[version='>=0.10.0|>=0.8.0']
ibm-wsrt-py37main-main -> toolz==0.10.0[build=*]
Package _libgcc_mutex conflicts for:
libgcc-ng -> _libgcc_mutex[version='*|0.1',build='main|conda_forge']
ibm-wsrt-py37main-main -> _libgcc_mutex==0.1[build=*]
Package astor conflicts for:
tensorflow-base -> astor[version='>=0.6.0|>=0.6.2|>=0.6.2,<1.0a0']
ibm-wsrt-py37main-main -> astor==0.8.0[build=*]
tensorflow-estimator -> astor[version='>=0.6.0']
Package lcms2 conflicts for:
pillow -> lcms2[version='>=2.11,<3.0a0']
ibm-wsrt-py37main-main -> lcms2==2.11[build=*]
Package scikit-learn conflicts for:
py-xgboost -> scikit-learn
nltk -> scikit-learn
ibm-wsrt-py37main-main -> scikit-learn==0.23.1[build=*]
Package cloudpickle conflicts for:
ibm-wsrt-py37main-main -> cloudpickle==1.5.0[build=*]
scikit-image -> cloudpickle[version='>=0.2.1']
Package libprotobuf conflicts for:
ibm-wsrt-py37main-main -> libprotobuf==3.12.3[build=*]
tensorflow-base -> libprotobuf[version='>=3.6.1,<3.7.0a0|>=3.8.0,<3.9.0a0|>=3.9.1,<3.10.0a0']
protobuf -> libprotobuf[version='3.10.0.*|3.10.1.*|3.11.0.*|3.11.1.*|3.11.2.*|3.11.3.*|3.11.4.*|3.12.1.*|3.12.3.*|3.12.4.*|3.13.0.*|3.13.0.1.*|>=3.13.0.1,<3.14.0a0|>=3.13.0,<3.14.0a0|>=3.12.4,<3.13.0a0|>=3.12.3,<3.13.0a0|>=3.12.1,<3.13.0a0|>=3.11.4,<3.12.0a0|>=3.11.3,<3.12.0a0|>=3.11.2,<3.12.0a0|>=3.11.1,<3.12.0a0|>=3.11.0,<3.12.0a0|>=3.10.1,<3.11.0a0|>=3.10.0,<3.11.0a0|3.9.2.*|>=3.9.2,<3.10.0a0|3.9.1.*|>=3.9.1,<3.10.0a0|3.9.0.*|>=3.9.0,<3.10.0a0|3.8.0.*|>=3.8.0,<3.9.0a0|3.7.1.*|>=3.7.1,<3.8.0a0|3.7.0.*|>=3.7.0,<3.7.1.0a0|3.6.1.*|>=3.6.1,<3.6.2.0a0|3.6.0.*|>=3.6.0,<3.6.1.0a0|3.5.2.*|3.5.2|3.5.1.1|3.5.1|>=3.5.2,<3.6.0a0|>=3.5.1,<3.6.0a0|>=3.4.1,<3.5.0a0']
Package hdf5 conflicts for:
pytables -> hdf5[version='1.10.1.*|1.10.1|>=1.10.3,<1.10.4.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.6,<1.10.7.0a0|>=1.10.2,<1.10.3.0a0|1.8.18|1.8.18.*|1.8.17|1.8.17.*|>=1.8.20,<1.9.0a0|>=1.8.18,<1.8.19.0a0|>=1.10.1,<1.10.2.0a0']
ibm-wsrt-py37main-main -> hdf5==1.10.4[build=*]
h5py -> hdf5[version='1.10.1|1.10.1.*|1.10.2.*|>=1.10.3,<1.10.4.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.6,<1.10.7.0a0|>=1.10.2,<1.10.3.0a0|1.8.18|1.8.18.*|1.8.17|1.8.17.*|1.8.17.*|1.8.15.*|>=1.8.20,<1.9.0a0|>=1.8.18,<1.8.19.0a0|>=1.10.1,<1.10.2.0a0',build='mpi_openmpi_*|mpi_openmpi_*|mpi_openmpi_*|mpi_mpich_*|mpi_mpich_*|mpi_mpich_*']
Package pyshp conflicts for:
ibm-wsrt-py37main-main -> pyshp==2.1.0[build=*]
arcgis=1.6.0 -> pyshp
Package dbus conflicts for:
pyqt -> dbus[version='>=1.10.22,<2.0a0|>=1.12.2,<2.0a0|>=1.13.12,<2.0a0|>=1.13.6,<2.0a0|>=1.13.2,<2.0a0']
secretstorage -> dbus
ibm-wsrt-py37main-main -> dbus==1.13.16[build=*]
qt -> dbus[version='>=1.10.22,<2.0a0|>=1.12.2,<2.0a0|>=1.13.0,<2.0a0|>=1.13.6,<2.0a0|>=1.13.2,<2.0a0']
Package backcall conflicts for:
ibm-wsrt-py37main-main -> backcall==0.2.0[build=*]
ipython -> backcall
Package gmp conflicts for:
pandoc -> gmp
ibm-wsrt-py37main-main -> gmp==6.1.2[build=*]
Package gmpy2 conflicts for:
sympy -> gmpy2[version='>=2.0.8']
mpmath -> gmpy2
Package more-itertools conflicts for:
zipp -> more-itertools
pytest -> more-itertools[version='>=4.0,<6.0|>=4.0|>=4.0.0']
ibm-wsrt-py37main-main -> more-itertools==8.4.0[build=*]
Package libxslt conflicts for:
ibm-wsrt-py37main-main -> libxslt==1.1.34[build=*]
lxml -> libxslt[version='>=1.1.32,<2.0a0|>=1.1.33,<2.0a0|>=1.1.34,<2.0a0']
Package statsmodels conflicts for:
ibm-wsrt-py37main-main -> statsmodels==0.11.1[build=*]
seaborn -> statsmodels[version='>=0.5.0|>=0.8.0']
Package pyzmq conflicts for:
ibm-wsrt-py37main-main -> pyzmq==19.0.1[build=*]
notebook -> pyzmq[version='>=17']
jupyter_client -> pyzmq[version='>=13']
Package gettext conflicts for:
gstreamer -> gettext[version='>=0.19.8.1,<1.0a0']
gst-plugins-base -> gettext[version='>=0.19.8.1,<1.0a0']
glib -> gettext[version='>=0.19.8.1,<1.0a0']
Package intel-openmp conflicts for:
mkl -> intel-openmp
ibm-wsrt-py37main-main -> intel-openmp==2020.1[build=*]
Package ninja conflicts for:
pytorch -> ninja
ibm-wsrt-py37main-main -> ninja==1.9.0[build=*]
Package brotlipy conflicts for:
ibm-wsrt-py37main-main -> brotlipy==0.7.0[build=*]
urllib3 -> brotlipy[version='>=0.6.0']
Package pyparsing conflicts for:
nltk -> pyparsing
matplotlib-base -> pyparsing[version='>=2.0.3,!=2.0.4,!=2.1.2,!=2.1.6']
ibm-wsrt-py37main-main -> pyparsing==2.4.7[build=*]
packaging -> pyparsing[version='>=2.0.2']
matplotlib -> pyparsing
Package entrypoints conflicts for:
keyring -> entrypoints
ibm-wsrt-py37main-main -> entrypoints==0.3[build=*]
jupyter_client -> entrypoints
nbconvert -> entrypoints[version='>=0.2.2']
Package freetds conflicts for:
ibm-wsrt-py37main-main -> freetds==1.00.97[build=*]
pymssql -> freetds[version='>=1.0.91,<2.0a0|>=1.0.97,<2.0a0']
Package libglib conflicts for:
dbus -> libglib[version='>=2.64.6,<3.0a0']
glib -> libglib[version='2.64.6|2.66.1|2.66.2|2.66.2|2.66.3',build='hbe7bbb4_0|h1f3bc88_1|hbe7bbb4_0|h0dae87d_0|h0dae87d_1|h0dae87d_0']
gst-plugins-base -> libglib[version='>=2.64.6,<3.0a0']
gstreamer -> libglib[version='>=2.64.6,<3.0a0']
Package threadpoolctl conflicts for:
ibm-wsrt-py37main-main -> threadpoolctl==2.1.0[build=*]
scikit-learn -> threadpoolctl
Package blinker conflicts for:
oauthlib -> blinker
ibm-wsrt-py37main-main -> blinker==1.4[build=*]
Package imageio conflicts for:
scikit-image -> imageio[version='>=2.1.0|>=2.3.0']
ibm-wsrt-py37main-main -> imageio==2.9.0[build=*]
Package futures conflicts for:
imageio -> futures
s3transfer -> futures[version='>=2.2.0,<4.0.0']
tornado -> futures
bokeh -> futures[version='>=3.0.3']
tensorboard -> futures[version='>=3.1.1']
jupyterlab -> futures
grpcio -> futures[version='>=2.2.0']
Package sip conflicts for:
ibm-wsrt-py37main-main -> sip==4.19.8[build=*]
pyqt -> sip[version='4.18|4.18.*|>=4.19.4,<=4.19.8|>=4.19.13,<=4.19.14']
Package configparser conflicts for:
importlib_metadata -> configparser[version='>=3.5']
entrypoints -> configparser[version='>=3.5']
importlib-metadata -> configparser[version='>=3.5']
Package ipywidgets conflicts for:
arcgis=1.6.0 -> ipywidgets[version='>=7']
ibm-wsrt-py37main-main -> ipywidgets==7.5.1[build=*]
Package bzip2 conflicts for:
python=3.7 -> bzip2[version='>=1.0.6,<2.0a0|>=1.0.8,<2.0a0']
pytables -> bzip2[version='1.0.*|>=1.0.6,<2.0a0|>=1.0.8,<2.0a0']
ibm-wsrt-py37main-main -> bzip2==1.0.8[build=*]
Package fastcache conflicts for:
sympy -> fastcache
ibm-wsrt-py37main-main -> fastcache==1.1.0[build=*]
Package tensorboard conflicts for:
ibm-wsrt-py37main-main -> tensorboard==2.1.0[build=*]
tensorflow-base -> tensorboard[version='>=1.13.0,<1.14.0a0|>=1.14.0,<1.15.0a0']
Package singledispatch conflicts for:
nltk -> singledispatch
tornado -> singledispatch
Package oauthlib conflicts for:
requests-oauthlib -> oauthlib[version='>=0.6.2|>=3.0.0|>=2.1.0,<3.0.0']
ibm-wsrt-py37main-main -> oauthlib==3.1.0[build=*]
Package libcurl conflicts for:
tensorflow-base -> libcurl[version='>=7.64.1,<8.0a0|>=7.71.1,<8.0a0']
hdf5 -> libcurl[version='>=7.71.1,<8.0a0']
Package jedi conflicts for:
ipython -> jedi[version='>=0.10|>=0.16']
ibm-wsrt-py37main-main -> jedi==0.17.1[build=*]
Package pyasn1-modules conflicts for:
ibm-wsrt-py37main-main -> pyasn1-modules==0.2.8[build=*]
google-auth -> pyasn1-modules[version='>=0.0.5,<1dev|>=0.2.1']
Package markdown conflicts for:
tensorboard -> markdown[version='>=2.6.11|>=2.6.8']
tensorflow-base -> markdown[version='>=2.6.11']
ibm-wsrt-py37main-main -> markdown==3.1.1[build=*]
Package dask-core conflicts for:
scikit-image -> dask-core[version='>=0.15|>=0.15.0|>=0.9.0']
ibm-wsrt-py37main-main -> dask-core==2.20.0[build=*]
Package async-timeout conflicts for:
aiohttp -> async-timeout[version='<4.0,>=3.0|>=3.0,<4.0|>=1.2,<3.0|>=1.2.0']
ibm-wsrt-py37main-main -> async-timeout==3.0.1[build=*]
Package google-auth conflicts for:
tensorboard -> google-auth[version='>=1.6.3,<2']
ibm-wsrt-py37main-main -> google-auth==1.22.0[build=*]
google-auth-oauthlib -> google-auth
Package gast conflicts for:
tensorflow-estimator -> gast[version='>=0.2.0']
ibm-wsrt-py37main-main -> gast==0.2.2[build=*]
tensorflow-base -> gast[version='>=0.2.0|>=0.3.3,<0.3.4.0a0|>=0.2.2,<0.2.3.0a0']
Package pysocks conflicts for:
urllib3 -> pysocks[version='>=1.5.6,<2.0,!=1.5.7']
ibm-wsrt-py37main-main -> pysocks==1.7.1[build=*]
Package pyrsistent conflicts for:
jsonschema -> pyrsistent[version='>=0.14.0']
ibm-wsrt-py37main-main -> pyrsistent==0.16.0[build=*]
Package regex conflicts for:
ibm-wsrt-py37main-main -> regex==2020.6.8[build=*]
nltk -> regex
Package pandocfilters conflicts for:
nbconvert -> pandocfilters[version='>=1.4.1']
ibm-wsrt-py37main-main -> pandocfilters==1.4.2[build=*]
Package rsa conflicts for:
ibm-wsrt-py37main-main -> rsa==4.6[build=*]
google-auth -> rsa[version='>=3.1.4,<4.1|>=3.1.4,<5|>=3.1.4,<4dev']
Package prometheus_client conflicts for:
ibm-wsrt-py37main-main -> prometheus_client==0.8.0[build=*]
notebook -> prometheus_client
Package pyopenssl conflicts for:
urllib3 -> pyopenssl[version='>=0.14']
ibm-wsrt-py37main-main -> pyopenssl==19.1.0[build=*]
Package ld_impl_linux-64 conflicts for:
python=3.7 -> ld_impl_linux-64[version='>=2.34']
ibm-wsrt-py37main-main -> ld_impl_linux-64==2.33.1[build=*]
Package lzo conflicts for:
ibm-wsrt-py37main-main -> lzo==2.10[build=*]
pytables -> lzo[version='2.*|>=2.10,<3.0a0|2.06']
Package keras conflicts for:
keras-applications -> keras[version='>=2.1.6']
keras-preprocessing -> keras[version='>=2.1.6']
Package c-ares conflicts for:
ibm-wsrt-py37main-main -> c-ares==1.15.0[build=*]
grpcio -> c-ares[version='>=1.14.0,<2.0a0|>=1.15.0,<2.0a0|>=1.16.1,<2.0a0']
Note that strict channel priority may have removed packages required for satisfiability.
--------------------------------------------------------------------------- ModuleNotFoundError Traceback (most recent call last) <ipython-input-7-6cce3ad79dc0> in <module> 1 get_ipython().system("conda install -c conda-forge folium # uncomment this line if you haven't completed the Foursquare API lab") ----> 2 import folium # map rendering library ModuleNotFoundError: No module named 'folium'
In [8]:
!pip install folium
Collecting folium
Downloading folium-0.11.0-py2.py3-none-any.whl (93 kB)
|████████████████████████████████| 93 kB 3.2 MB/s eta 0:00:01
Requirement already satisfied: requests in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from folium) (2.24.0)
Requirement already satisfied: jinja2>=2.9 in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from folium) (2.11.2)
Requirement already satisfied: numpy in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from folium) (1.18.5)
Collecting branca>=0.3.0
Downloading branca-0.4.1-py3-none-any.whl (24 kB)
Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from requests->folium) (1.25.9)
Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from requests->folium) (2020.6.20)
Requirement already satisfied: chardet<4,>=3.0.2 in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from requests->folium) (3.0.4)
Requirement already satisfied: idna<3,>=2.5 in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from requests->folium) (2.9)
Requirement already satisfied: MarkupSafe>=0.23 in /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages (from jinja2>=2.9->folium) (1.1.1)
Installing collected packages: branca, folium
Successfully installed branca-0.4.1 folium-0.11.0
In [9]:
!conda install folium -c conda-forge
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: -
Found conflicts! Looking for incompatible packages.
This can take several minutes. Press CTRL-C to abort.
|failed
UnsatisfiableError: The following specifications were found
to be incompatible with the existing python installation in your environment:
Specifications:
- cffi -> python[version='2.7.*|3.5.*|3.6.*|3.6.9|3.6.9|3.6.9|3.6.9|>=3.6,<3.7.0a0|>=3.9,<3.10.0a0|>=3.8,<3.9.0a0|>=3.7,<3.8.0a0|>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|3.4.*',build='3_73_pypy|2_73_pypy|1_73_pypy|0_73_pypy']
- rsa -> python[version='2.7.*|3.4.*|3.5.*|3.6.*']
Your python: python=3.7
If python is on the left-most side of the chain, that's the version you've asked for.
When python appears to the right, that indicates that the thing on the left is somehow
not available for the python version you are constrained to. Note that conda will not
change your python version to a different minor version unless you explicitly specify
that.
The following specifications were found to be incompatible with each other:
Output in format: Requested package -> Available versions
Package configparser conflicts for:
entrypoints -> configparser[version='>=3.5']
importlib-metadata -> configparser[version='>=3.5']
importlib_metadata -> configparser[version='>=3.5']
Package gast conflicts for:
tensorflow-base -> gast[version='>=0.2.0|>=0.3.3,<0.3.4.0a0|>=0.2.2,<0.2.3.0a0']
ibm-wsrt-py37main-main -> gast==0.2.2[build=*]
tensorflow-estimator -> gast[version='>=0.2.0']
Package glib conflicts for:
gst-plugins-base -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.58.2,<2.59.0a0|>=2.58.3,<3.0a0']
gstreamer -> glib[version='2.51.*|>=2.55.0,<2.56.0a0|>=2.56.2,<2.57.0a0|>=2.58.2,<2.59.0a0|>=2.58.3,<3.0a0|>=2.56.1,<3.0a0|>=2.53.6,<3.0a0']
dbus -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.56.2,<3.0a0|>=2.58.3,<3.0a0|>=2.63.1,<3.0a0']
qt -> glib[version='>=2.53.6,<3.0a0|>=2.56.1,<3.0a0|>=2.56.2,<3.0a0|>=2.58.3,<3.0a0']
ibm-wsrt-py37main-main -> glib==2.65.0[build=*]
Package six conflicts for:
python-dateutil -> six[version='>=1.5']
pyopenssl -> six[version='>=1.5.2']
prompt-toolkit -> six[version='>=1.9.0']
mkl-service -> six
more-itertools -> six[version='>=1.0.0,<2.0.0']
packaging -> six
absl-py -> six
nltk -> six
tensorflow-estimator -> six[version='>=1.10.0']
cryptography -> six[version='>=1.4.1']
pytest -> six[version='>=1.10.0']
h5py -> six
pytables -> six
protobuf -> six
html5lib -> six[version='>=1.9']
plotly -> six
bleach -> six
traitlets -> six
bokeh -> six[version='>=1.5.2']
cycler -> six
jsonschema -> six[version='>=1.11.0']
mock -> six
grpcio -> six[version='>=1.5.2']
tensorboard -> six[version='>=1.10.0|>=1.12']
keras-preprocessing -> six[version='>=1.9.0']
tensorflow-base -> six[version='>=1.10.0|>=1.12.0|>=1.12.0,<2.0a0']
scikit-image -> six[version='>=1.4|>=1.7.3']
google-auth -> six[version='>=1.9.0|>=1.9.0,<2dev']
arcgis=1.6.0 -> six
pyrsistent -> six
patsy -> six
retrying -> six[version='>=1.7.0']
ibm-wsrt-py37main-main -> six==1.15.0[build=*]
google-pasta -> six
Package libgfortran conflicts for:
hdf5 -> libgfortran[version='>=3.0']
scipy -> libgfortran[version='>=3.0']
numpy -> libgfortran[version='>=3.0']
Package pytest conflicts for:
ibm-wsrt-py37main-main -> pytest==5.4.3[build=*]
astropy -> pytest[version='<3.7|<4']
Package zlib conflicts for:
pandoc -> zlib[version='1.2.*|1.2.11|1.2.11.*']
grpcio -> zlib[version='>=1.2.11,<1.3.0a0']
protobuf -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
freetype -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
gst-plugins-base -> zlib[version='>=1.2.11,<1.3.0a0']
glib -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
tk -> zlib[version='>=1.2.11,<1.3.0a0']
hdf5 -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
zstd -> zlib[version='>=1.2.11,<1.3.0a0']
pillow -> zlib[version='1.2.*|1.2.11|1.2.11.*|>=1.2.11,<1.3.0a0|1.2.8']
libxml2 -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
sqlite -> zlib[version='>=1.2.11,<1.3.0a0']
qt -> zlib[version='1.2.*|>=1.2.11,<1.3.0a0']
ibm-wsrt-py37main-main -> zlib==1.2.11[build=*]
tensorflow-base -> zlib[version='>=1.2.11,<1.3.0a0']
libpq -> zlib[version='>=1.2.11,<1.3.0a0']
pytables -> zlib[version='1.2.*|1.2.11.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
libpng -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0|1.2.8']
matplotlib -> zlib[version='>=1.2.11,<1.3.0a0']
libprotobuf -> zlib[version='1.2.11|>=1.2.11,<1.3.0a0']
blosc -> zlib[version='1.2.*|1.2.11|>=1.2.11,<1.3.0a0']
python=3.7 -> zlib[version='>=1.2.11,<1.3.0a0']
Package pycparser conflicts for:
cffi -> pycparser
ibm-wsrt-py37main-main -> pycparser==2.20[build=*]
Package pathlib2 conflicts for:
testpath -> pathlib2
ipython -> pathlib2
pytest -> pathlib2[version='>=2.2.0']
pickleshare -> pathlib2
importlib-metadata -> pathlib2
importlib_metadata -> pathlib2
Package pypy3.6 conflicts for:
bokeh -> pypy3.6[version='>=7.3.1|>=7.3.2']
lxml -> pypy3.6[version='>=7.3.1|>=7.3.2']
s3transfer -> pypy3.6[version='>=7.3.2']
markupsafe -> pypy3.6[version='>=7.3.2']
yarl -> pypy3.6[version='>=7.3.2']
matplotlib-base -> pypy3.6[version='>=7.3.1|>=7.3.2']
pillow -> pypy3.6[version='>=7.3.1|>=7.3.2']
pytest -> pypy3.6[version='>=7.3.1|>=7.3.2']
mock -> pypy3.6[version='>=7.3.1|>=7.3.2']
pysocks -> pypy3.6[version='>=7.3.2']
nbconvert -> pypy3.6[version='>=7.3.1|>=7.3.2']
pandas -> pypy3.6[version='>=7.3.1|>=7.3.2']
matplotlib -> pypy3.6[version='>=7.3.2']
sqlalchemy -> pypy3.6[version='>=7.3.1|>=7.3.2']
jupyter_core -> pypy3.6[version='>=7.3.2']
regex -> pypy3.6[version='>=7.3.1|>=7.3.2']
cx_oracle -> pypy3.6[version='>=7.3.1|>=7.3.2']
ninja -> pypy3.6[version='>=7.3.1']
sympy -> pypy3.6[version='>=7.3.1|>=7.3.2']
protobuf -> pypy3.6[version='>=7.3.1|>=7.3.2']
importlib-metadata -> pypy3.6[version='>=7.3.1']
jedi -> pypy3.6[version='>=7.3.1|>=7.3.2']
docutils -> pypy3.6[version='>=7.3.2']
notebook -> pypy3.6[version='>=7.3.1|>=7.3.2']
future -> pypy3.6[version='>=7.3.2']
scikit-learn -> pypy3.6[version='>=7.3.2']
absl-py -> pypy3.6[version='>=7.3.1|>=7.3.2']
kiwisolver -> pypy3.6[version='>=7.3.2']
numexpr -> pypy3.6[version='>=7.3.2']
terminado -> pypy3.6[version='>=7.3.1|>=7.3.2']
beautifulsoup4 -> pypy3.6[version='>=7.3.1']
keyring -> pypy3.6[version='>=7.3.1|>=7.3.2']
cryptography -> pypy3.6[version='>=7.3.1|>=7.3.2']
pyyaml -> pypy3.6[version='>=7.3.2']
biopython -> pypy3.6[version='>=7.3.1|>=7.3.2']
chardet -> pypy3.6[version='>=7.3.1|>=7.3.2']
pickleshare -> pypy3.6[version='>=7.3.2']
scikit-image -> pypy3.6[version='>=7.3.2']
scipy -> pypy3.6[version='>=7.3.1|>=7.3.2']
wrapt -> pypy3.6[version='>=7.3.2']
tornado -> pypy3.6[version='>=7.3.1|>=7.3.2']
certifi -> pypy3.6[version='>=7.3.1|>=7.3.2']
pywavelets -> pypy3.6[version='>=7.3.1|>=7.3.2']
setuptools -> pypy3.6[version='>=7.3.1|>=7.3.2']
pluggy -> pypy3.6[version='>=7.3.1|>=7.3.2']
aiohttp -> pypy3.6[version='>=7.3.2']
soupsieve -> pypy3.6[version='>=7.3.1']
brotlipy -> pypy3.6[version='>=7.3.1|>=7.3.2']
pyzmq -> pypy3.6[version='>=7.3.1|>=7.3.2']
psycopg2 -> pypy3.6[version='>=7.3.1|>=7.3.2']
ipykernel -> pypy3.6[version='>=7.3.1|>=7.3.2']
mistune -> pypy3.6[version='>=7.3.1|>=7.3.2']
pyrsistent -> pypy3.6[version='>=7.3.1|>=7.3.2']
cffi -> pypy3.6[version='7.3.0.*|7.3.1.*|7.3.2.*']
widgetsnbextension=3.5.1 -> pypy3.6[version='>=7.3.1|>=7.3.2']
multidict -> pypy3.6[version='>=7.3.1|>=7.3.2']
numpy -> pypy3.6[version='>=7.3.1|>=7.3.2']
secretstorage -> pypy3.6[version='>=7.3.2']
entrypoints -> pypy3.6[version='>=7.3.2']
ipython -> pypy3.6[version='>=7.3.1']
Package libgcc-ng conflicts for:
qt -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
fontconfig -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
py-xgboost -> libgcc-ng[version='>=4.9|>=7.3.0|>=5.4.0|>=7.2.0']
snappy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lxml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
hdf5 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
statsmodels -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pillow -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scikit-image -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
astropy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
brotlipy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
gmp -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
jpeg -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
zeromq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cx_oracle -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lzo -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxgboost -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=5.4.0|>=7.2.0']
mkl_fft -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
multidict -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
fastcache -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyrsistent -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
tk -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libsodium -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetds -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
readline -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
protobuf -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libpng -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ibm-wsrt-py37main-main -> libgcc-ng==9.1.0[build=*]
pywavelets -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
c-ares -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
pymssql -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0']
sip -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyodbc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
icu -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gst-plugins-base -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libprotobuf -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
matplotlib -> libgcc-ng[version='>=7.2.0|>=7.3.0']
unixodbc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
dbus -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
xz -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tensorboard -> libgcc-ng[version='>=7.2.0|>=7.3.0']
h5py -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lz4-c -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy-base -> libgcc-ng[version='>=7.2.0|>=7.3.0']
tensorflow-base -> libgcc-ng[version='>=5.4.0|>=7.2.0']
ninja -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
mistune -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
markupsafe -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libuuid -> libgcc-ng[version='>=7.2.0|>=7.3.0']
scipy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
pytables -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxslt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
cryptography -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
grpcio -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libpq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
libxml2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
glib -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
regex -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libffi -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pcre -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
cffi -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libedit -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
biopython -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zlib -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
wrapt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_random -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
pyyaml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scikit-learn -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
lcms2 -> libgcc-ng[version='>=7.3.0|>=7.5.0']
yaml -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
aiohttp -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl-service -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
pandas -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
yarl -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetype -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
blas -> libgcc-ng[version='>=7.3.0|>=7.5.0|>=9.3.0']
matplotlib-base -> libgcc-ng[version='>=7.3.0|>=7.5.0']
pyzmq -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
openssl -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
zstd -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
kiwisolver -> libgcc-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
expat -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
gstreamer -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sqlite -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numexpr -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
bzip2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ncurses -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
python=3.7 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
sqlalchemy -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
blosc -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tornado -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
cytoolz -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pytorch -> libgcc-ng[version='>=5.4.0|>=7.3.0']
psycopg2 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
krb5 -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxcb -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.2.0']
pyqt -> libgcc-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
Package pillow conflicts for:
bokeh -> pillow[version='>=4.0|>=7.1.0']
scikit-image -> pillow[version='>=1.7.8|>=2.1.0|>=4.3.0']
matplotlib-base -> pillow[version='>=6.2.0']
imageio -> pillow
ibm-wsrt-py37main-main -> pillow==7.2.0[build=*]
Package mpmath conflicts for:
sympy -> mpmath[version='>=0.19']
ibm-wsrt-py37main-main -> mpmath==1.1.0[build=*]
Package scipy conflicts for:
statsmodels -> scipy[version='>=0.14|>=1.0|>=1.2']
seaborn -> scipy[version='>=0.15.2|>=1.0.1']
patsy -> scipy
nltk -> scipy
tensorflow-base -> scipy[version='>=1.2.1|>=1.4.1']
py-xgboost -> scipy
scikit-learn -> scipy
scikit-image -> scipy[version='>=0.17|>=0.19|>=0.9']
keras-preprocessing -> scipy[version='>=0.14']
ibm-wsrt-py37main-main -> scipy==1.5.0[build=*]
Package lzo conflicts for:
pytables -> lzo[version='2.*|>=2.10,<3.0a0|2.06']
ibm-wsrt-py37main-main -> lzo==2.10[build=*]
Package docutils conflicts for:
ibm-wsrt-py37main-main -> docutils==0.15.2[build=*]
botocore -> docutils[version='>=0.10|>=0.10,<0.15|>=0.10,<0.16']
Package parso conflicts for:
ibm-wsrt-py37main-main -> parso==0.7.0[build=*]
jedi -> parso[version='0.1.0|>=0.1.0,<0.2|>=0.2.0,<0.8.0|>=0.3.0,<0.8.0|>=0.5.0,<0.8.0|>=0.5.2,<0.8.0|>=0.7.0,<0.8.0|>=0.7.0|>=0.5.2|>=0.5.0|>=0.3.0|>=0.2.0']
Package pysocks conflicts for:
ibm-wsrt-py37main-main -> pysocks==1.7.1[build=*]
urllib3 -> pysocks[version='>=1.5.6,<2.0,!=1.5.7']
Package scikit-learn conflicts for:
py-xgboost -> scikit-learn
ibm-wsrt-py37main-main -> scikit-learn==0.23.1[build=*]
nltk -> scikit-learn
Package libglib conflicts for:
gst-plugins-base -> libglib[version='>=2.64.6,<3.0a0']
glib -> libglib[version='2.64.6|2.66.1|2.66.2|2.66.2|2.66.3',build='h0dae87d_0|h0dae87d_1|h0dae87d_0|h1f3bc88_1|hbe7bbb4_0|hbe7bbb4_0']
dbus -> libglib[version='>=2.64.6,<3.0a0']
gstreamer -> libglib[version='>=2.64.6,<3.0a0']
Package python_abi conflicts for:
glib -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38|*_cp27mu']
soupsieve -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38|*_cp27mu']
yarl -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
numexpr -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38|*_cp39']
mistune -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38|*_pypy36_pp73|*_cp27mu']
py-xgboost -> python_abi[version='3.6.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_cp38']
jsonschema -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp38|*_cp27mu']
beautifulsoup4 -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38']
pyyaml -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*|3.9.*',build='*_pypy36_pp73|*_cp37m|*_cp36m|*_cp38|*_cp39|*_cp27mu']
notebook -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
traitlets -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38|*_cp27mu']
requests -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp27mu']
regex -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp39|*_cp38|*_cp27mu']
pyodbc -> python_abi[version='2.7.*|3.6.*|3.8.*|3.9.*|3.7.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38|*_cp27mu']
urllib3 -> python_abi[version='2.7.*|3.8.*|3.6.*|3.6|3.7.*',build='*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38|*_cp27mu']
scikit-image -> python_abi[version='3.6.*|3.6|3.8.*|3.7.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39']
matplotlib -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp39|*_cp38']
pillow -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39|*_cp38']
sip -> python_abi[version='3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp39|*_cp36m|*_cp37m|*_cp38']
widgetsnbextension=3.5.1 -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp39|*_cp38']
matplotlib-base -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp39|*_cp38|*_cp27mu']
cffi -> python_abi[version='3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38']
mkl_fft -> python_abi[version='3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38']
pywavelets -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp39|*_cp38']
s3transfer -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp38|*_cp39']
mkl_random -> python_abi[version='3.6.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_cp38']
kiwisolver -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp38|*_cp39|*_cp27mu']
biopython -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp39|*_cp38']
psycopg2 -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39|*_cp38']
cytoolz -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38']
certifi -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39|*_cp27mu']
pandas -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
pytest -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_cp38|*_cp39|*_pypy36_pp73']
setuptools -> python_abi[version='3.6.*|3.6|3.9.*|3.8.*|3.7.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
ninja -> python_abi[version='3.6|3.6.*|3.8.*|3.7.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38']
fastcache -> python_abi[version='2.7.*|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38|*_cp27mu']
importlib-metadata -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38|*_cp27mu']
scipy -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39']
mock -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_pypy36_pp73|*_cp39|*_cp38|*_cp37m|*_cp27mu']
pyrsistent -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_cp38|*_cp39|*_pypy36_pp73|*_cp27mu']
pytables -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38']
jedi -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp39|*_cp38|*_cp27mu']
docutils -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp39|*_cp38|*_cp27mu']
markupsafe -> python_abi[version='2.7.*|3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38|*_cp27mu']
sympy -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp39|*_cp38|*_cp27mu']
mkl-service -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38']
nbconvert -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp39|*_cp38']
bokeh -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp39|*_cp38']
dill -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38|*_cp27mu']
pyqt -> python_abi[version='3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38']
scikit-learn -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
chardet -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp39|*_cp36m|*_cp37m|*_cp38|*_cp27mu']
pysocks -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_pypy36_pp73|*_cp39|*_cp38|*_cp37m|*_cp27mu']
statsmodels -> python_abi[version='3.6.*|3.8.*|3.9.*|3.7.*',build='*_cp37m|*_cp36m|*_cp38|*_cp39']
brotlipy -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39']
keyring -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
lxml -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp37m|*_cp36m|*_cp39|*_cp38|*_cp27mu']
tornado -> python_abi[version='3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp36m|*_cp39|*_cp38|*_cp37m']
aiohttp -> python_abi[version='3.6|3.6.*|3.9.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp37m|*_cp36m|*_cp39|*_cp38']
pickleshare -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp39|*_pypy36_pp73|*_cp37m|*_cp38|*_cp27mu']
pexpect -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*',build='*_cp37m|*_pypy36_pp73|*_cp36m|*_cp38|*_cp27mu']
sqlalchemy -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38|*_pypy36_pp73|*_cp27mu']
wrapt -> python_abi[version='2.7.*|3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38|*_cp27mu']
absl-py -> python_abi[version='2.7.*|3.6|3.6.*|3.8.*|3.7.*|3.9.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp38|*_cp39|*_cp27mu']
numpy -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38|*_pypy36_pp73']
pluggy -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39|*_cp38']
grpcio -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_pypy36_pp73|*_cp39|*_cp36m|*_cp37m|*_cp38|*_cp27mu']
cx_oracle -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp37m|*_cp36m|*_cp39|*_cp38|*_cp27mu']
typing_extensions -> python_abi[version='2.7.*|3.6.*|3.6|3.8.*|3.7.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp27mu']
ipython -> python_abi[version='3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_pypy36_pp73|*_cp37m|*_cp38|*_cp39']
ipykernel -> python_abi[version='3.6.*|3.6|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp39|*_cp38']
pymssql -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38']
secretstorage -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.7.*|3.8.*',build='*_pypy36_pp73|*_cp37m|*_cp36m|*_cp39|*_cp38|*_cp27mu']
tensorflow-base -> python_abi[version='3.6.*|3.7.*',build='*_cp36m|*_cp37m']
pyzmq -> python_abi[version='2.7.*|3.6|3.6.*|3.9.*|3.8.*|3.7.*',build='*_pypy36_pp73|*_cp36m|*_cp39|*_cp38|*_cp37m|*_cp27mu']
jupyter_core -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39|*_cp27mu']
multidict -> python_abi[version='3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39|*_cp38']
astropy -> python_abi[version='3.6.*|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_cp39|*_cp38']
protobuf -> python_abi[version='3.6.*|3.6|3.9.*|3.7.*|3.8.*',build='*_cp37m|*_cp36m|*_pypy36_pp73|*_cp39|*_cp38']
h5py -> python_abi[version='3.6.*|3.7.*|3.9.*|3.8.*',build='*_cp36m|*_cp37m|*_cp39|*_cp38']
cryptography -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_cp38|*_cp39|*_pypy36_pp73|*_cp27mu']
entrypoints -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39|*_cp27mu']
terminado -> python_abi[version='2.7.*|3.6|3.6.*|3.7.*|3.9.*|3.8.*',build='*_pypy36_pp73|*_cp36m|*_cp37m|*_cp39|*_cp38|*_cp27mu']
future -> python_abi[version='2.7.*|3.6.*|3.6|3.7.*|3.8.*|3.9.*',build='*_cp36m|*_cp37m|*_pypy36_pp73|*_cp38|*_cp39|*_cp27mu']
Package functools32 conflicts for:
tensorflow-base -> functools32[version='>=3.2.3.2']
matplotlib -> functools32
jsonschema -> functools32
matplotlib-base -> functools32
Package future conflicts for:
pytorch -> future
tensorflow-base -> future
ibm-wsrt-py37main-main -> future==0.18.2[build=*]
Package futures conflicts for:
grpcio -> futures[version='>=2.2.0']
tensorboard -> futures[version='>=3.1.1']
s3transfer -> futures[version='>=2.2.0,<4.0.0']
imageio -> futures
jupyterlab -> futures
bokeh -> futures[version='>=3.0.3']
tornado -> futures
Package pip conflicts for:
python=3.7 -> pip
ibm-wsrt-py37main-main -> pip==20.1.1[build=*]
Package contextlib2 conflicts for:
importlib_metadata -> contextlib2
importlib-metadata -> contextlib2
Package numpy conflicts for:
keras-preprocessing -> numpy[version='>=1.9.1']
matplotlib-base -> numpy[version='>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.16.6,<2.0a0']
seaborn -> numpy[version='>=1.13.3|>=1.9.3']
mkl_random -> numpy[version='>=1.11.3,<2.0a0|>=1.11|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.9.3,<2.0a0|>=1.14,<2.0a0']
imageio -> numpy
bokeh -> numpy[version='>=1.11.3|>=1.7.1']
scikit-image -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.16.6,<2.0a0|>=1.9.3,<2.0a0|>=1.13.3,<2.0a0']
py-xgboost -> numpy
folium -> numpy
pytorch -> numpy[version='>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.9.3,<2.0a0|>=1.9']
opt_einsum -> numpy
patsy -> numpy[version='>=1.4.0']
scipy -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.9|>=1.15.1,<2.0a0']
h5py -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.8,<1.14|>=1.11.3,<2.0a0']
mkl_fft -> numpy[version='>=1.11|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0']
astropy -> numpy[version='1.11.*|1.12.*|1.13.*|>=1.10|>=1.11|>=1.13|>=1.14|>=1.16.5,<2.0a0|>=1.16|>=1.19.4,<2.0a0|>=1.19|>=1.17|>=1.9|>=1.16.6,<2.0a0|>=1.17.4,<2.0a0|>=1.13.3,<2.0a0|>=1.14.6,<2.0a0|>=1.11.3,<2.0a0|>=1.10.4,<2.0a0|>=1.9.3,<2.0a0|>=1.14.1,<2.0a0|>=1.14.0,<2.0a0']
scikit-learn -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.9']
ibm-wsrt-py37main-main -> numpy==1.18.5[build=*]
pytables -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0']
tensorflow-base -> numpy[version='>=1.12.1,<2.0a0|>=1.13.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.1,<2.0a0|>=1.16.6,<2.0a0|>=1.16.5,<2.0a0']
pywavelets -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0']
mkl-service -> numpy[version='>=1.11.3,<2.0a0']
arcgis=1.6.0 -> numpy
matplotlib -> numpy[version='1.10.*|1.11.*|>=1.14.6,<2.0a0']
nltk -> numpy
numexpr -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.3|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.11.3,<2.0a0|>=1.16.4,<2.0a0|>=1.15.4,<2.0a0']
biopython -> numpy[version='1.11.*|1.12.*|1.13.*|>=1.8|>=1.11.3,<2.0a0|>=1.9.3,<2.0a0|>=1.14.1,<2.0a0']
pandas -> numpy[version='1.10.*|1.11.*|1.12.*|1.13.*|>=1.11|>=1.11.*|>=1.12.1,<2.0a0|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.18.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.4,<2.0a0|>=1.18.1,<2.0a0|>=1.9.3,<2.0a0|>=1.9.*|>=1.9|>=1.8|>=1.7|>=1.16.6,<2.0a0|>=1.13.3,<2.0a0|>=1.11.3,<2.0a0']
keras-applications -> numpy[version='>=1.9.1']
tensorboard -> numpy[version='>=1.12|>=1.12.0|>=1.16']
statsmodels -> numpy[version='1.10.*|1.11.*|>=1.11|>=1.14.6,<2.0a0|>=1.15.4,<2.0a0|>=1.16.5,<2.0a0|>=1.19.2,<2.0a0|>=1.18.1,<2.0a0|>=1.17.5,<2.0a0|>=1.9.3,<2.0a0|>=1.17.0,<2.0a0|>=1.19.1,<2.0a0|>=1.11.3,<2.0a0']
tensorflow-estimator -> numpy[version='>=1.13.3|>=1.16.1']
Package libgcc conflicts for:
scipy -> libgcc
pyqt -> libgcc
pytorch -> libgcc
Package hdf5 conflicts for:
ibm-wsrt-py37main-main -> hdf5==1.10.4[build=*]
pytables -> hdf5[version='1.10.1.*|1.10.1|>=1.10.3,<1.10.4.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.6,<1.10.7.0a0|>=1.10.2,<1.10.3.0a0|1.8.18|1.8.18.*|1.8.17|1.8.17.*|>=1.8.20,<1.9.0a0|>=1.8.18,<1.8.19.0a0|>=1.10.1,<1.10.2.0a0']
h5py -> hdf5[version='1.10.1|1.10.1.*|1.10.2.*|>=1.10.3,<1.10.4.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.4,<1.10.5.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.5,<1.10.6.0a0|>=1.10.6,<1.10.7.0a0|>=1.10.2,<1.10.3.0a0|1.8.18|1.8.18.*|1.8.17|1.8.17.*|1.8.17.*|1.8.15.*|>=1.8.20,<1.9.0a0|>=1.8.18,<1.8.19.0a0|>=1.10.1,<1.10.2.0a0',build='mpi_mpich_*|mpi_mpich_*|mpi_mpich_*|mpi_openmpi_*|mpi_openmpi_*|mpi_openmpi_*']
Package fastcache conflicts for:
sympy -> fastcache
ibm-wsrt-py37main-main -> fastcache==1.1.0[build=*]
Package keras-applications conflicts for:
ibm-wsrt-py37main-main -> keras-applications==1.0.8[build=*]
tensorflow-base -> keras-applications[version='>=1.0.5|>=1.0.6|>=1.0.8|>=1.0.8,<2.0a0']
Package libiconv conflicts for:
glib -> libiconv[version='1.15|>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
unixodbc -> libiconv[version='>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
libxml2 -> libiconv[version='1.15|>=1.15,<1.17.0a0|>=1.16,<1.17.0a0']
fontconfig -> libiconv[version='1.15|>=1.15,<1.17.0a0']
Package packaging conflicts for:
bleach -> packaging
wheel -> packaging[version='>=20.2']
ibm-wsrt-py37main-main -> packaging==20.4[build=*]
pytest -> packaging
bokeh -> packaging[version='>=16.8']
Package typing conflicts for:
typing_extensions -> typing[version='>=3.6.2|>=3.7.4']
pytorch -> typing
Package libpq conflicts for:
psycopg2 -> libpq[version='>=10.3,<11.0a0|>=10.5,<11.0a0|>=10.6,<11.0a0|>=11.2,<12.0a0|>=11.3,<12.0a0|>=11.5,<12.0a0|>=12.1,<13.0a0|>=12.2,<13.0a0|>=12.3,<13.0a0|>=11.1,<12.0a0|>=9.6.6']
qt -> libpq[version='>=12.3,<13.0a0']
ibm-wsrt-py37main-main -> libpq==12.2[build=*]
Package patsy conflicts for:
statsmodels -> patsy[version='>=0.4.0|>=0.5.1']
ibm-wsrt-py37main-main -> patsy==0.5.1[build=*]
seaborn -> patsy
Package dbus conflicts for:
pyqt -> dbus[version='>=1.10.22,<2.0a0|>=1.12.2,<2.0a0|>=1.13.12,<2.0a0|>=1.13.6,<2.0a0|>=1.13.2,<2.0a0']
qt -> dbus[version='>=1.10.22,<2.0a0|>=1.12.2,<2.0a0|>=1.13.0,<2.0a0|>=1.13.6,<2.0a0|>=1.13.2,<2.0a0']
ibm-wsrt-py37main-main -> dbus==1.13.16[build=*]
secretstorage -> dbus
Package tornado conflicts for:
jupyter_client -> tornado[version='>=4.1|>=4.1,<6']
notebook -> tornado[version='>=4|>=4,<6|>=4.1,<7|>=5.0|>=5.0,<7']
terminado -> tornado[version='>=4']
ibm-wsrt-py37main-main -> tornado==6.0.4[build=*]
matplotlib-base -> tornado
jupyterlab -> tornado[version='!=6.0.0,!=6.0.1,!=6.0.2']
bokeh -> tornado[version='>=4.3,<4.5|>=4.3|>=5|>=5.1']
matplotlib -> tornado
ipykernel -> tornado[version='>=4.0|>=4.2']
Package kiwisolver conflicts for:
matplotlib -> kiwisolver
matplotlib-base -> kiwisolver[version='>=1.0.1']
ibm-wsrt-py37main-main -> kiwisolver==1.2.0[build=*]
Package pluggy conflicts for:
pytest -> pluggy[version='>=0.12,<1.0|>=0.9,!=0.10,<1.0|>=0.9|>=0.7|>=0.5,<0.7']
ibm-wsrt-py37main-main -> pluggy==0.13.1[build=*]
Package threadpoolctl conflicts for:
scikit-learn -> threadpoolctl
ibm-wsrt-py37main-main -> threadpoolctl==2.1.0[build=*]
Package lcms2 conflicts for:
ibm-wsrt-py37main-main -> lcms2==2.11[build=*]
pillow -> lcms2[version='>=2.11,<3.0a0']
Package ipaddress conflicts for:
urllib3 -> ipaddress
notebook -> ipaddress
cryptography -> ipaddress
Package setuptools conflicts for:
tensorboard -> setuptools[version='>=41.0.0|>=41.4']
sympy -> setuptools
pytest -> setuptools[version='>=40.0']
bleach -> setuptools
jinja2 -> setuptools
markdown -> setuptools[version='>=36']
joblib -> setuptools
pip -> setuptools
astropy -> setuptools
google-auth -> setuptools[version='>=40.3.0']
pygments -> setuptools
ibm-wsrt-py37main-main -> setuptools==47.3.1[build=*]
plotly -> setuptools
matplotlib -> setuptools
matplotlib-base -> setuptools
jsonschema -> setuptools
networkx -> setuptools
ipython -> setuptools[version='>=18.5']
numexpr -> setuptools
protobuf -> setuptools
wheel -> setuptools
grpcio -> setuptools
Package expat conflicts for:
dbus -> expat[version='>=2.2.10,<3.0a0|>=2.2.5,<2.3.0a0|>=2.2.9,<2.3.0a0|>=2.2.6,<3.0a0|>=2.2.5,<3.0a0']
qt -> expat[version='>=2.2.5,<2.3.0a0|>=2.2.9,<2.3.0a0|>=2.2.6,<3.0a0|>=2.2.5,<3.0a0']
ibm-wsrt-py37main-main -> expat==2.2.9[build=*]
Package libgfortran-ng conflicts for:
ibm-wsrt-py37main-main -> libgfortran-ng==7.3.0[build=*]
numpy -> libgfortran-ng[version='>=4.9|>=7,<8.0a0|>=7.2.0,<8.0a0']
hdf5 -> libgfortran-ng[version='>=7,<8.0a0|>=7.2.0,<8.0a0']
blas -> libgfortran-ng[version='>=7,<8.0a0']
scipy -> libgfortran-ng[version='>=7,<8.0a0|>=7.2.0,<8.0a0']
numpy-base -> libgfortran-ng[version='>=7,<8.0a0']
Package ncurses conflicts for:
readline -> ncurses[version='5.9.*|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.1,<7.0a0|>=6.0,<7.0a0|6.0.*']
ibm-wsrt-py37main-main -> ncurses==6.2[build=*]
sqlite -> ncurses[version='5.9|5.9.*|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0']
libedit -> ncurses[version='5.9|>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0|>=6.1,<7.0a0|6.0.*']
python=3.7 -> ncurses[version='>=6.1,<6.3.0a0|>=6.2,<6.3.0a0|>=6.2,<7.0a0|>=6.1,<7.0a0']
Package libffi conflicts for:
ibm-wsrt-py37main-main -> libffi==3.3[build=*]
cffi -> libffi[version='<3.3.0.a0|>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
gstreamer -> libffi[version='>=3.2.1,<3.3.0a0|>=3.2.1,<3.3a0']
python=3.7 -> libffi[version='>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
glib -> libffi[version='<3.3.0.a0|>=3.0.0|>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.2.1,<3.3a0']
Package ninja conflicts for:
ibm-wsrt-py37main-main -> ninja==1.9.0[build=*]
pytorch -> ninja
Package pyshp conflicts for:
ibm-wsrt-py37main-main -> pyshp==2.1.0[build=*]
arcgis=1.6.0 -> pyshp
Package keras conflicts for:
keras-preprocessing -> keras[version='>=2.1.6']
keras-applications -> keras[version='>=2.1.6']
Package pandas conflicts for:
arcgis=1.6.0 -> pandas[version='>=0.23']
seaborn -> pandas[version='>=0.14.0|>=0.22.0']
folium -> pandas
ibm-wsrt-py37main-main -> pandas==1.0.5[build=*]
bokeh -> pandas
statsmodels -> pandas[version='>=0.14|>=0.21|>=0.23']
Package zeromq conflicts for:
pyzmq -> zeromq[version='4.1.*|4.2.1|>=4.2.3,<4.3|>=4.2.5,<4.3|>=4.2.5,<4.3.0a0|>=4.3.1,<4.4.0a0|>=4.3.2,<4.4.0a0|>=4.3.3,<4.4.0a0|>=4.2.5,<4.2.6.0a0|4.2.*']
ibm-wsrt-py37main-main -> zeromq==4.3.2[build=*]
Package pyyaml conflicts for:
dask-core -> pyyaml
bokeh -> pyyaml[version='>=3.10']
ibm-wsrt-py37main-main -> pyyaml==5.3.1[build=*]
Package libpng conflicts for:
fontconfig -> libpng[version='>=1.6.21,<1.7|>=1.6.22,<1.6.31|>=1.6.32,<1.6.35|>=1.6.34,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.28,<1.7|>=1.6.23,<1.7|>=1.6.32,<1.7.0a0']
gst-plugins-base -> libpng[version='>=1.6.37,<1.7.0a0']
freetype -> libpng[version='1.6.*|>=1.6.21,<1.7|>=1.6.22,<1.6.31|>=1.6.32,<1.6.35|>=1.6.34,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.28,<1.7|>=1.6.23,<1.7|>=1.6.32,<1.7.0a0']
ibm-wsrt-py37main-main -> libpng==1.6.37[build=*]
qt -> libpng[version='>=1.6.28,<1.7|>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0|>=1.6.36,<1.7.0a0|>=1.6.34,<1.7.0a0|>=1.6.32,<1.7.0a0']
tensorflow-base -> libpng[version='>=1.6.37,<1.7.0a0']
matplotlib-base -> libpng[version='>=1.6.35,<1.7.0a0|>=1.6.37,<1.7.0a0']
matplotlib -> libpng[version='>=1.6.23,<1.7|>=1.6.37,<1.7.0a0|>=1.6.36,<1.7.0a0|>=1.6.35,<1.7.0a0|>=1.6.34,<1.7.0a0|>=1.6.32,<1.7.0a0']
Package protobuf conflicts for:
tensorflow-base -> protobuf[version='>=3.3.0|>=3.4.0|>=3.6.0|>=3.6.1,<4.0a0|>=3.6.1|>=3.8.0|>=3.9.2']
tensorboard -> protobuf[version='>=3.3.0|>=3.4.0|>=3.6.0|>=3.8.0|>=3.6.1']
ibm-wsrt-py37main-main -> protobuf==3.12.3[build=*]
tensorflow-estimator -> protobuf[version='>=3.6.1']
grpcio -> protobuf[version='>=3.5.0']
Package notebook conflicts for:
widgetsnbextension=3.5.1 -> notebook[version='>=4.4.1']
arcgis=1.6.0 -> notebook
jupyterlab_server -> notebook[version='>=4.2.0']
jupyterlab -> notebook[version='>=4.2|>=4.3|>=4.3.1']
ibm-wsrt-py37main-main -> notebook==6.0.3[build=*]
ipywidgets -> notebook
Package olefile conflicts for:
pillow -> olefile
ibm-wsrt-py37main-main -> olefile==0.46[build=*]
Package nbformat conflicts for:
ibm-wsrt-py37main-main -> nbformat==5.0.7[build=*]
ipywidgets -> nbformat[version='>=4.2.0']
notebook -> nbformat
nbconvert -> nbformat[version='>=4.4']
plotly -> nbformat[version='>=4.2']
Package urllib3 conflicts for:
requests -> urllib3[version='>=1.21.1,<1.22|>=1.21.1,<1.23|>=1.21.1,<1.24|>=1.21.1,<1.25|>=1.21.1,<1.26,!=1.25.0,!=1.25.1']
ibm-wsrt-py37main-main -> urllib3==1.25.9[build=*]
botocore -> urllib3[version='>=1.20,<1.24|>=1.20,<1.25|>=1.20,<1.26|>=1.25.4,<1.26|>=1.25.4,<1.27']
Package more-itertools conflicts for:
pytest -> more-itertools[version='>=4.0,<6.0|>=4.0|>=4.0.0']
zipp -> more-itertools
ibm-wsrt-py37main-main -> more-itertools==8.4.0[build=*]
Package jupyter_client conflicts for:
notebook -> jupyter_client[version='>=5.2.0|>=5.3.1|>=5.3.4']
ibm-wsrt-py37main-main -> jupyter_client==6.1.3[build=*]
nbconvert -> jupyter_client[version='>=4.2']
ipykernel -> jupyter_client
Package libopenblas conflicts for:
scipy -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
numexpr -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
numpy -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
scikit-learn -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.3,<1.0a0']
numpy-base -> libopenblas[version='>=0.2.20,<0.2.21.0a0|>=0.3.2,<0.3.3.0a0|>=0.3.3,<1.0a0']
Package pcre conflicts for:
glib -> pcre[version='>=8.41,<9.0a0|>=8.43,<9.0a0|>=8.44,<9.0a0|>=8.42,<9.0a0']
gstreamer -> pcre[version='>=8.41,<9.0a0|>=8.43,<9.0a0|>=8.42,<9.0a0']
ibm-wsrt-py37main-main -> pcre==8.44[build=*]
Package jinja2 conflicts for:
jupyterlab -> jinja2[version='>=2.10']
jupyterlab_server -> jinja2[version='>2.10*|>=2.10']
nbconvert -> jinja2[version='>=2.4']
notebook -> jinja2
ibm-wsrt-py37main-main -> jinja2==2.11.2[build=*]
bokeh -> jinja2[version='>=2.7']
folium -> jinja2[version='>=2.9']
Package libstdcxx-ng conflicts for:
pytables -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libxgboost -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=5.4.0|>=7.2.0']
yaml -> libstdcxx-ng[version='>=7.3.0']
scikit-learn -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
scipy -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
pytorch -> libstdcxx-ng[version='>=5.4.0|>=7.3.0']
py-xgboost -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=5.4.0|>=7.2.0']
matplotlib-base -> libstdcxx-ng[version='>=7.3.0|>=7.5.0']
zeromq -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
gmp -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sqlite -> libstdcxx-ng[version='>=4.9|>=7.3.0']
pyzmq -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
freetds -> libstdcxx-ng[version='>=4.9|>=7.3.0']
icu -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
biopython -> libstdcxx-ng[version='>=7.2.0']
ibm-wsrt-py37main-main -> libstdcxx-ng==9.1.0[build=*]
snappy -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_random -> libstdcxx-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
scikit-image -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
mkl_fft -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
protobuf -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
numpy -> libstdcxx-ng[version='>=4.9|>=7.3.0']
tensorflow-base -> libstdcxx-ng[version='>=5.4.0|>=7.2.0']
python=3.7 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
matplotlib -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
hdf5 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
numexpr -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libffi -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
glib -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=9.3.0|>=7.2.0']
expat -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.2.0']
lz4-c -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
pyqt -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
qt -> libstdcxx-ng[version='>=7.2.0|>=7.3.0|>=7.5.0']
pymssql -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
pandas -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ninja -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
tensorboard -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
gst-plugins-base -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
libprotobuf -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
freetype -> libstdcxx-ng[version='>=4.9']
zstd -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
kiwisolver -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
ncurses -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
krb5 -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
blosc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pyodbc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
sip -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
grpcio -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0|>=7.2.0']
pcre -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.2.0']
unixodbc -> libstdcxx-ng[version='>=4.9|>=7.3.0|>=7.5.0']
Package importlib-metadata conflicts for:
markdown -> importlib-metadata
ibm-wsrt-py37main-main -> importlib-metadata==1.6.1[build=*]
keyring -> importlib-metadata
pytest -> importlib-metadata[version='>=0.12']
importlib_metadata -> importlib-metadata[version='>=1.1.3,<1.1.4.0a0|>=1.5.0,<1.5.1.0a0|>=1.5.2,<1.5.3.0a0|>=1.6.0,<1.6.1.0a0|>=1.6.1,<1.6.2.0a0|>=1.7.0,<1.7.1.0a0|>=2.0.0,<2.0.1.0a0|>=3.0.0,<3.0.1.0a0|>=3.1.0,<3.1.1.0a0']
Package cloudpickle conflicts for:
ibm-wsrt-py37main-main -> cloudpickle==1.5.0[build=*]
scikit-image -> cloudpickle[version='>=0.2.1']
Package singledispatch conflicts for:
tornado -> singledispatch
nltk -> singledispatch
Package cudatoolkit conflicts for:
tensorflow-base -> cudatoolkit[version='8.0.*|9.0.*|9.2.*|>=10.0.130,<10.1.0a0|>=10.1.243,<10.2.0a0|>=10.1.168,<10.2.0a0|>=9.2,<9.3.0a0|>=9.0,<9.1.0a0']
pytorch -> cudatoolkit[version='10.0.*|>=10.0.130,<10.1.0a0|>=10.1.243,<10.2.0a0|>=9.2,<9.3.0a0|9.2.*|>=9.0,<9.1.0a0|>=8.0,<8.1.0a0|9.0.*|8.0.*|7.5.*']
py-xgboost -> cudatoolkit[version='8.0.*|>=10.0.130,<10.1.0a0|>=9.0,<9.1.0a0|>=9.2,<9.3.0a0|9.0.*|9.2.*']
libxgboost -> cudatoolkit[version='8.0.*|>=10.0.130,<10.1.0a0|>=9.0,<9.1.0a0|>=9.2,<9.3.0a0|9.0.*|9.2.*']
Package requests-oauthlib conflicts for:
ibm-wsrt-py37main-main -> requests-oauthlib==1.3.0[build=*]
google-auth-oauthlib -> requests-oauthlib[version='>=0.7.0|>=0.7.0,<1dev']
Package _libgcc_mutex conflicts for:
ibm-wsrt-py37main-main -> _libgcc_mutex==0.1[build=*]
libgcc-ng -> _libgcc_mutex[version='*|0.1',build='main|conda_forge']
Package openssl conflicts for:
hdf5 -> openssl[version='>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a']
python=3.7 -> openssl[version='>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1b,<1.1.2a']
psycopg2 -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1f,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.0.2n,<1.0.3a|>=1.0.2m,<1.0.3a']
libpq -> openssl[version='1.0.*|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1f,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1b,<1.1.2a|>=1.0.2o,<1.0.3a|>=1.0.2m,<1.0.3a']
ibm-wsrt-py37main-main -> openssl==1.1.1h[build=*]
krb5 -> openssl[version='1.0.*|>=1.0.2l,<1.0.3a|>=1.0.2m,<1.0.3a|>=1.0.2n,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1d,<1.1.2a']
cryptography -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1b,<1.1.2a|>=1.0.2n,<1.0.3a|>=1.0.2m,<1.0.3a']
grpcio -> openssl[version='>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1g,<1.1.2a|>=1.1.1h,<1.1.2a']
freetds -> openssl[version='1.0.*|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.0.2n,<1.0.3a']
qt -> openssl[version='1.0.*|1.1.*|>=1.1.1g,<1.1.2a|>=1.0.2p,<1.0.3a|>=1.0.2r,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2n,<1.0.3a']
Package c-ares conflicts for:
ibm-wsrt-py37main-main -> c-ares==1.15.0[build=*]
grpcio -> c-ares[version='>=1.14.0,<2.0a0|>=1.15.0,<2.0a0|>=1.16.1,<2.0a0']
Package libxml2 conflicts for:
libxslt -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
lxml -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|2.9.3|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
ibm-wsrt-py37main-main -> libxml2==2.9.10[build=*]
fontconfig -> libxml2[version='2.9.*|>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0|>=2.9.4,<2.10.0a0']
qt -> libxml2[version='>=2.9.10,<2.10.0a0|>=2.9.9,<2.10.0a0|>=2.9.8,<2.10.0a0|>=2.9.7,<2.10.0a0']
Package async-timeout conflicts for:
aiohttp -> async-timeout[version='<4.0,>=3.0|>=3.0,<4.0|>=1.2,<3.0|>=1.2.0']
ibm-wsrt-py37main-main -> async-timeout==3.0.1[build=*]
Package requests conflicts for:
plotly -> requests
bokeh -> requests[version='>=1.2.3']
folium -> requests
nltk -> requests
ibm-wsrt-py37main-main -> requests==2.24.0[build=*]
jupyterlab_server -> requests
requests-oauthlib -> requests[version='>=2.0.0']
tensorboard -> requests[version='>=2.21.0,<3']
Package matplotlib-base conflicts for:
ibm-wsrt-py37main-main -> matplotlib-base==3.2.2[build=*]
scikit-image -> matplotlib-base[version='>=2.0.0']
seaborn -> matplotlib-base[version='>=2.1.2']
matplotlib -> matplotlib-base[version='2.1.2|2.1.2|2.1.2|2.2.3|2.2.3|2.2.3|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|2.2.4|3.0.1|3.0.2|3.0.2|3.0.2|3.0.2|3.0.2|3.0.3|3.0.3|3.0.3|3.0.3|3.1.0|3.1.0|3.1.0|3.1.0|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.1|3.1.2|3.1.2|3.1.2|3.1.2|3.1.2|3.1.2|3.1.3|3.1.3|3.1.3|>=3.2.0,<3.2.1.0a0|>=3.2.1,<3.2.2.0a0|>=3.2.2,<3.2.3.0a0|>=3.3.0,<3.3.1.0a0|>=3.3.1,<3.3.2.0a0|>=3.3.2,<3.3.3.0a0|>=3.3.3,<3.3.4.0a0|>=2.2.5,<2.2.6.0a0|3.1.3|3.1.3|3.1.3|3.1.2|3.1.2|3.1.2',build='py38hef1b27d_1|py36hef1b27d_1|py38hef1b27d_0|py37hef1b27d_0|py36hef1b27d_0|py37h250f245_1|py36h250f245_1|py36h60b886d_1|py36hfd891ef_0|py37h250f245_1|py36h250f245_1|py27h250f245_1|py37h250f245_2|py36h250f245_2|py37h167e16e_1001|py37h167e16e_1002|py36h167e16e_1002|py37h5f35d83_1|py36h5f35d83_1|py36h5f35d83_0|py36hfd891ef_1|py36h250f245_0|py38h250f245_0|py38h250f245_0|py37h250f245_0|py36h250f245_0|py38h250f245_1|py37h250f245_1|py36h250f245_1|py37h250f245_0|py36h250f245_2|py38h250f245_2|py37h250f245_2|py38h250f245_1|py36he7580a8_1|py37he7580a8_1|py37hfd891ef_0|py36hfd891ef_0|py37hfd891ef_1|py37h5f35d83_0|py36h167e16e_0|py37h167e16e_0|py36h167e16e_1001|py36h167e16e_1000|py37hc2fb212_1001|py38h250f245_2|py27h250f245_2|py27hfd891ef_0|py37hfd891ef_0|py37h60b886d_1|py27h60b886d_1|py27h250f245_1|py37hef1b27d_1']
Package intel-openmp conflicts for:
mkl -> intel-openmp
ibm-wsrt-py37main-main -> intel-openmp==2020.1[build=*]
Package cudnn conflicts for:
pytorch -> cudnn[version='5.1.*|6.0.*|>=7.0.0,<=8.0a0|>=7.0.5,<=8.0a0|>=7.1.0,<=8.0a0|>=7.1.3,<8.0a0|>=7.3.0,<=8.0a0|>=7.6,<8.0a0|>=7.6.5,<8.0a0|>=7.6.4,<8.0a0|>=7.3.1,<8.0a0|>=7.1.2,<=8.0a0']
tensorflow-base -> cudnn[version='>=7.0.0,<=8.0a0|>=7.1.0,<=8.0a0|>=7.2.0,<=8.0a0|>=7.3.1,<8.0a0|>=7.6,<8.0a0|>=7.6.5,<8.0a0|>=7.6.0,<8.0a0|>=7.6.4,<8.0a0|>=7.1.2,<=8.0a0|>=7.0.5,<=8.0a0']
Package secretstorage conflicts for:
ibm-wsrt-py37main-main -> secretstorage==3.1.0[build=*]
keyring -> secretstorage[version='>=3.2']
Package ipykernel conflicts for:
ipywidgets -> ipykernel[version='>=4.2.2|>=4.5.1']
notebook -> ipykernel
ibm-wsrt-py37main-main -> ipykernel==5.3.0[build=*]
Package libblas conflicts for:
scipy -> libblas[version='>=3.8.0,<4.0a0']
numpy -> libblas[version='>=3.8.0,<4.0a0']
blas -> libblas[version='3.8.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0|3.9.0',build='1_h6e990d7_netlib|2_openblas|3_blis|4_openblas|4_mkl|5_h6e990d7_netlib|5_openblas|5_mkl|6_blis|6_mkl|6_h6e990d7_netlib|7_openblas|8_blis|8_mkl|8_h6e990d7_netlib|9_openblas|10_blis|12_blis|12_openblas|14_openblas|15_blis|16_blis|17_openblas|19_mkl|20_mkl|21_mkl|18_mkl|16_mkl|16_openblas|15_openblas|15_mkl|14_mkl|14_blis|13_mkl|13_openblas|13_blis|12_mkl|11_h86c2bf4_netlib|11_mkl|11_openblas|11_blis|10_h86c2bf4_netlib|10_mkl|10_openblas|9_mkl|9_blis|8_openblas|7_h6e990d7_netlib|7_mkl|7_blis|6_openblas|5_blis|4_h6e990d7_netlib|4_blis|3_openblas|2_blis|0_openblas|0_blis|0_h6e990d7_netlib']
Package traitlets conflicts for:
ibm-wsrt-py37main-main -> traitlets==4.3.3[build=*]
jupyter_core -> traitlets
jupyter_client -> traitlets
nbconvert -> traitlets[version='>=4.2']
ipython -> traitlets[version='>=4.2']
nbformat -> traitlets[version='>=4.1']
ipywidgets -> traitlets[version='>=4.2.1|>=4.3.1|>=4.3.1,<5.0.0|>=4.3.1,<6.0.0']
ipykernel -> traitlets[version='>=4.1']
notebook -> traitlets[version='>=4.2.1|>=4.3']
Package gst-plugins-base conflicts for:
ibm-wsrt-py37main-main -> gst-plugins-base==1.14.0[build=*]
qt -> gst-plugins-base[version='>=1.12.2,<1.13.0a0|>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.4,<1.15.0a0|>=1.14.0,<1.15.0a0']
Package python-dateutil conflicts for:
matplotlib-base -> python-dateutil[version='>=2.1']
matplotlib -> python-dateutil
ibm-wsrt-py37main-main -> python-dateutil==2.8.1[build=*]
bokeh -> python-dateutil[version='>=2.1']
jupyter_client -> python-dateutil[version='>=2.1']
botocore -> python-dateutil[version='>=2.1,<2.7.0|>=2.1,<2.8.1|>=2.1,<3.0.0']
pandas -> python-dateutil[version='>=2.5.*|>=2.6.1|>=2.7.3']
Package libtiff conflicts for:
pillow -> libtiff[version='4.*|4.0.*|>=4.0.10,<5.0a0|>=4.1.0,<5.0a0|>=4.0.9,<5.0a0|>=4.0.8,<4.0.10|>=4.0.3,<4.0.8|4.0.6|>=4.0.8,<5.0a0']
qt -> libtiff[version='4.0.*|>=4.0.10,<5.0a0']
ibm-wsrt-py37main-main -> libtiff==4.1.0[build=*]
lcms2 -> libtiff[version='>=4.0.10,<5.0a0|>=4.1.0,<5.0a0']
Package prometheus_client conflicts for:
notebook -> prometheus_client
ibm-wsrt-py37main-main -> prometheus_client==0.8.0[build=*]
Package ptyprocess conflicts for:
terminado -> ptyprocess
pexpect -> ptyprocess[version='>=0.5']
ibm-wsrt-py37main-main -> ptyprocess==0.6.0[build=*]
Package pyasn1-modules conflicts for:
google-auth -> pyasn1-modules[version='>=0.0.5,<1dev|>=0.2.1']
ibm-wsrt-py37main-main -> pyasn1-modules==0.2.8[build=*]
Package ipywidgets conflicts for:
arcgis=1.6.0 -> ipywidgets[version='>=7']
ibm-wsrt-py37main-main -> ipywidgets==7.5.1[build=*]
Package pyzmq conflicts for:
notebook -> pyzmq[version='>=17']
jupyter_client -> pyzmq[version='>=13']
ibm-wsrt-py37main-main -> pyzmq==19.0.1[build=*]
Package mkl-service conflicts for:
mkl_random -> mkl-service[version='>=2,<3.0a0']
pytorch -> mkl-service[version='>=2,<3.0a0']
numexpr -> mkl-service[version='>=2,<3.0a0']
numpy -> mkl-service[version='>=2,<3.0a0']
scipy -> mkl-service[version='>=2,<3.0a0']
numpy-base -> mkl-service[version='>=2,<3.0a0']
ibm-wsrt-py37main-main -> mkl-service==2.3.0[build=*]
scikit-learn -> mkl-service[version='>=2,<3.0a0']
mkl_fft -> mkl-service[version='>=2,<3.0a0']
Package wrapt conflicts for:
ibm-wsrt-py37main-main -> wrapt==1.12.1[build=*]
tensorflow-estimator -> wrapt[version='>=1.11.1']
tensorflow-base -> wrapt[version='>=1.11.1|>=1.11.2|>=1.12.1|>=1.11.2,<2.0a0']
Package cytoolz conflicts for:
ibm-wsrt-py37main-main -> cytoolz==0.10.1[build=*]
scikit-image -> cytoolz[version='>=0.7.3']
Package jsonschema conflicts for:
nbformat -> jsonschema[version='>=2.0,!=2.5.0|>=2.4,!=2.5.0']
jupyterlab_server -> jsonschema[version='>=3.0.1']
ibm-wsrt-py37main-main -> jsonschema==3.2.0[build=*]
Package importlib_metadata conflicts for:
ibm-wsrt-py37main-main -> importlib_metadata==1.6.1[build=*]
jsonschema -> importlib_metadata
pytest -> importlib_metadata[version='>=0.12']
pluggy -> importlib_metadata[version='>=0.12|>=0.9']
keyring -> importlib_metadata[version='>=1']
Package unixodbc conflicts for:
ibm-wsrt-py37main-main -> unixodbc==2.3.7[build=*]
pyodbc -> unixodbc[version='2.3.4.*|2.3.4|>=2.3.5,<2.4.0a0|>=2.3.7,<2.4.0a0|>=2.3.9,<2.4.0a0|>=2.3.6,<2.4.0a0']
freetds -> unixodbc[version='>=2.3.5,<2.4.0a0|>=2.3.7,<2.4.0a0|>=2.3.6,<2.4.0a0']
Package enum34 conflicts for:
grpcio -> enum34[version='>=1.0.4']
pyqt -> enum34
tensorflow-estimator -> enum34[version='>=1.1.6']
tensorflow-base -> enum34[version='>=1.1.6|>=1.1.6,<2.0a0']
traitlets -> enum34
brotlipy -> enum34
cryptography -> enum34
imageio -> enum34
absl-py -> enum34
Package icu conflicts for:
matplotlib -> icu[version='>=58.2,<59.0a0']
matplotlib-base -> icu[version='>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
fontconfig -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
qt -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
libxslt -> icu[version='58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
libxml2 -> icu[version='56.*|58.*|>=58.2,<59.0a0|>=64.2,<65.0a0|>=67.1,<68.0a0']
ibm-wsrt-py37main-main -> icu==58.2[build=*]
Package llvm-openmp conflicts for:
blas -> llvm-openmp[version='>=10.0.0|>=11.0.0|>=9.0.1']
mkl -> llvm-openmp[version='>=10.0.0|>=11.0.0|>=9.0.1']
Package _openmp_mutex conflicts for:
blas -> _openmp_mutex[version='*|>=4.5',build=*_llvm]
libgcc-ng -> _openmp_mutex[version='>=4.5']
mkl -> _openmp_mutex[version='*|>=4.5',build=*_llvm]
Package jupyter_core conflicts for:
notebook -> jupyter_core[version='>=4.4.0|>=4.6.0|>=4.6.1']
ibm-wsrt-py37main-main -> jupyter_core==4.6.3[build=*]
jupyter_client -> jupyter_core[version='>=4.6.0']
nbconvert -> jupyter_core
nbformat -> jupyter_core
Package libuuid conflicts for:
fontconfig -> libuuid[version='>=1.0.3,<2.0a0|>=2.32.1,<3.0a0']
ibm-wsrt-py37main-main -> libuuid==1.0.3[build=*]
Package libprotobuf conflicts for:
tensorflow-base -> libprotobuf[version='>=3.6.1,<3.7.0a0|>=3.8.0,<3.9.0a0|>=3.9.1,<3.10.0a0']
protobuf -> libprotobuf[version='3.10.0.*|3.10.1.*|3.11.0.*|3.11.1.*|3.11.2.*|3.11.3.*|3.11.4.*|3.12.1.*|3.12.3.*|3.12.4.*|3.13.0.*|3.13.0.1.*|>=3.13.0.1,<3.14.0a0|>=3.13.0,<3.14.0a0|>=3.12.4,<3.13.0a0|>=3.12.3,<3.13.0a0|>=3.12.1,<3.13.0a0|>=3.11.4,<3.12.0a0|>=3.11.3,<3.12.0a0|>=3.11.2,<3.12.0a0|>=3.11.1,<3.12.0a0|>=3.11.0,<3.12.0a0|>=3.10.1,<3.11.0a0|>=3.10.0,<3.11.0a0|3.9.2.*|>=3.9.2,<3.10.0a0|3.9.1.*|>=3.9.1,<3.10.0a0|3.9.0.*|>=3.9.0,<3.10.0a0|3.8.0.*|>=3.8.0,<3.9.0a0|3.7.1.*|>=3.7.1,<3.8.0a0|3.7.0.*|>=3.7.0,<3.7.1.0a0|3.6.1.*|>=3.6.1,<3.6.2.0a0|3.6.0.*|>=3.6.0,<3.6.1.0a0|3.5.2.*|3.5.2|3.5.1.1|3.5.1|>=3.5.2,<3.6.0a0|>=3.5.1,<3.6.0a0|>=3.4.1,<3.5.0a0']
ibm-wsrt-py37main-main -> libprotobuf==3.12.3[build=*]
Package blinker conflicts for:
oauthlib -> blinker
ibm-wsrt-py37main-main -> blinker==1.4[build=*]
Package mistune conflicts for:
nbconvert -> mistune[version='>0.6|>=0.7.4|>=0.8.1']
ibm-wsrt-py37main-main -> mistune==0.8.4[build=*]
Package wcwidth conflicts for:
pytest -> wcwidth
ibm-wsrt-py37main-main -> wcwidth==0.2.4[build=*]
prompt-toolkit -> wcwidth
Package typing-extensions conflicts for:
aiohttp -> typing-extensions[version='>=3.6.5']
yarl -> typing-extensions[version='>=3.7.4']
Package html5lib conflicts for:
ibm-wsrt-py37main-main -> html5lib==1.1.0[build=*]
tensorboard -> html5lib[version='0.9999999|>=0.9999999,<0.10000000.0a0']
bleach -> html5lib[version='>=0.999,!=0.9999,!=0.99999,<0.99999999|>=0.99999999|>=0.99999999pre,!=1.0b1,!=1.0b2,!=1.0b3,!=1.0b4,!=1.0b5,!=1.0b6,!=1.0b7,!=1.0b8']
Package pytz conflicts for:
matplotlib -> pytz
matplotlib-base -> pytz
pandas -> pytz[version='>=2017.2']
plotly -> pytz
ibm-wsrt-py37main-main -> pytz==2020.1[build=*]
Package sqlite conflicts for:
ibm-wsrt-py37main-main -> sqlite==3.33.0[build=*]
qt -> sqlite[version='>=3.20.1,<4.0a0|>=3.22.0,<4.0a0|>=3.23.1,<4.0a0|>=3.24.0,<4.0a0|>=3.25.3,<4.0a0|>=3.26.0,<4.0a0|>=3.28.0,<4.0a0|>=3.29.0,<4.0a0|>=3.30.1,<4.0a0|>=3.33.0,<4.0a0']
python=3.7 -> sqlite[version='>=3.24.0,<4.0a0|>=3.25.1,<4.0a0|>=3.25.2,<4.0a0|>=3.25.3,<4.0a0|>=3.26.0,<4.0a0|>=3.28.0,<4.0a0|>=3.30.1,<4.0a0|>=3.32.3,<4.0a0|>=3.33.0,<4.0a0|>=3.31.1,<4.0a0|>=3.29.0,<4.0a0|>=3.27.2,<4.0a0']
Package blosc conflicts for:
ibm-wsrt-py37main-main -> blosc==1.19.0[build=*]
pytables -> blosc[version='>=1.14.3,<2.0a0|>=1.14.4,<2.0a0|>=1.15.0,<2.0a0|>=1.16.3,<2.0a0|>=1.17.0,<2.0a0|>=1.18.1,<2.0a0|>=1.20.1,<2.0a0']
Package cycler conflicts for:
matplotlib -> cycler[version='>=0.10']
ibm-wsrt-py37main-main -> cycler==0.10.0[build=*]
matplotlib-base -> cycler[version='>=0.10']
Package grpcio conflicts for:
tensorboard -> grpcio[version='>=1.14|>=1.24.3|>=1.6.3']
tensorflow-estimator -> grpcio[version='>=1.8.6']
tensorflow-base -> grpcio[version='>=1.14.1,<2.0a0|>=1.14.1|>=1.16.1|>=1.8.6']
ibm-wsrt-py37main-main -> grpcio==1.27.2[build=*]
Package pyopenssl conflicts for:
ibm-wsrt-py37main-main -> pyopenssl==19.1.0[build=*]
urllib3 -> pyopenssl[version='>=0.14']
Package click conflicts for:
google-auth-oauthlib -> click
ibm-wsrt-py37main-main -> click==7.1.2[build=*]
nltk -> click
Package astor conflicts for:
ibm-wsrt-py37main-main -> astor==0.8.0[build=*]
tensorflow-estimator -> astor[version='>=0.6.0']
tensorflow-base -> astor[version='>=0.6.0|>=0.6.2|>=0.6.2,<1.0a0']
Package pandocfilters conflicts for:
nbconvert -> pandocfilters[version='>=1.4.1']
ibm-wsrt-py37main-main -> pandocfilters==1.4.2[build=*]
Package freetype conflicts for:
fontconfig -> freetype[version='2.6.*|2.7|2.7.*|2.7|2.8.1|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0|>=2.8.1,<2.9.0a0|>=2.9,<3.0a0|>=2.8,<2.9.0a0']
qt -> freetype[version='2.7|2.7.*|>=2.9.1,<3.0a0|>=2.8,<2.9.0a0']
pillow -> freetype[version='2.5.*|2.6.*|2.7|2.7.*|2.7|2.8.*|2.8.1|2.8.1.*|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0|>=2.8.1,<2.9.0a0|>=2.10.3,<3.0a0|>=2.8,<2.9.0a0']
matplotlib-base -> freetype[version='>=2.10.2,<3.0a0|>=2.10.4,<3.0a0|>=2.9.1,<3.0a0']
ibm-wsrt-py37main-main -> freetype==2.10.2[build=*]
matplotlib -> freetype[version='2.6.*|>=2.9.1,<3.0a0|>=2.8,<2.9.0a0']
Package libedit conflicts for:
ibm-wsrt-py37main-main -> libedit==3.1.20191231[build=*]
sqlite -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20181209,<3.2.0a0|>=3.1.20191231,<3.2.0a0']
unixodbc -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20191231,<3.2.0a0']
krb5 -> libedit[version='>=3.1,<4.0a0|>=3.1.20170329,<3.2.0a0|>=3.1.20170329,<4.0a0|>=3.1.20191231,<3.2.0a0|>=3.1.20191231,<4.0a0|>=3.1.20181209,<3.2.0a0|>=3.1.20181209,<4.0a0']
Package pywavelets conflicts for:
ibm-wsrt-py37main-main -> pywavelets==1.1.1[build=*]
scikit-image -> pywavelets[version='>=0.4.0']
Package xz conflicts for:
python=3.7 -> xz[version='>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0']
libxml2 -> xz[version='5.0.*|5.2.*|>=5.2.3,<5.3.0a0|>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0|>=5.2.3,<6.0a0']
zstd -> xz[version='>=5.2.4,<5.3.0a0|>=5.2.5,<5.3.0a0|>=5.2.5,<6.0a0|>=5.2.4,<6.0a0']
ibm-wsrt-py37main-main -> xz==5.2.5[build=*]
gst-plugins-base -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<5.3.0a0']
gstreamer -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<5.3.0a0']
Package prompt-toolkit conflicts for:
ibm-wsrt-py37main-main -> prompt-toolkit==3.0.5[build=*]
ipython -> prompt-toolkit[version='!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0']
Package gstreamer conflicts for:
qt -> gstreamer[version='>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.4,<1.15.0a0|>=1.14.0,<1.15.0a0']
ibm-wsrt-py37main-main -> gstreamer==1.14.0[build=*]
gst-plugins-base -> gstreamer[version='1.8.*|>=1.12.4,<1.13.0a0|>=1.12.5,<1.13.0a0|>=1.14.1,<2.0a0|>=1.14.4,<2.0a0|>=1.14.5,<2.0a0|>=1.18.1,<2.0a0|>=1.14.0,<2.0a0|>=1.12.2,<1.13.0a0']
Package wheel conflicts for:
tensorboard -> wheel[version='>=0.26']
ibm-wsrt-py37main-main -> wheel==0.34.2[build=*]
pip -> wheel
Package pexpect conflicts for:
ipython -> pexpect[version='>4.3']
ibm-wsrt-py37main-main -> pexpect==4.8.0[build=*]
Package google-pasta conflicts for:
tensorflow-base -> google-pasta[version='>=0.1.6|>=0.1.8|>=0.1.7|>=0.1.7,<1.0a0']
ibm-wsrt-py37main-main -> google-pasta==0.2.0[build=*]
Package brotlipy conflicts for:
urllib3 -> brotlipy[version='>=0.6.0']
ibm-wsrt-py37main-main -> brotlipy==0.7.0[build=*]
Package tqdm conflicts for:
nltk -> tqdm
ibm-wsrt-py37main-main -> tqdm==4.47.0[build=*]
Package numpy-base conflicts for:
mkl_random -> numpy-base[version='>=1.0.2,<2.0a0']
ibm-wsrt-py37main-main -> numpy-base==1.18.5[build=*]
mkl_fft -> numpy-base[version='>=1.0.6,<2.0a0']
numpy -> 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y37hde5b4d6_12|py27h2f8d375_12|py37h2f8d375_12|py27hde5b4d6_11|py37hde5b4d6_11|py36hde5b4d6_11|py36h2f8d375_11|py27h2f8d375_11|py37h2f8d375_10|py35h81de0dd_10|py36h81de0dd_10|py27h81de0dd_10|py27h74e8950_10|py35h81de0dd_9|py36h74e8950_9|py37h74e8950_9|py37h81de0dd_9|py36h3dfced4_9|py27h7cdd4dd_9|py35h7cdd4dd_9|py35h2b20989_8|py27hdbf6ddf_8|py37hdbf6ddf_7|py27h2b20989_7|py37h2b20989_7|py37h2b20989_7|py37hdbf6ddf_7|py27h2b20989_7|py36hdbf6ddf_6|py37h2b20989_6|py27h2b20989_6']
numexpr -> numpy-base[version='>=1.17.3,<2.0a0']
Package bleach conflicts for:
nbconvert -> bleach
tensorboard -> bleach[version='1.5.0|>=1.5.0,<1.5.1.0a0']
ibm-wsrt-py37main-main -> bleach==3.1.5[build=*]
Package widgetsnbextension conflicts for:
ipywidgets -> widgetsnbextension[version='>=1.2.2|>=1.2.3|>=1.2.6|>=1.2.6,<2|>=2.0.0|>=2.0.0,<3.0.0|>=3.0.0|>=3.0.0,<3.1.0|>=3.1.0,<3.2.0|>=3.2.0,<3.3.0|>=3.3.0,<3.4.0|>=3.4.0,<3.5.0|>=3.5.0,<3.6.0|>=3.2.0,<4.0.0|>=3.1.0,<4.0.0|>=3.0.0,<4.0.0|>=3.1.0,<4.0']
ibm-wsrt-py37main-main -> widgetsnbextension==3.5.1[build=*]
arcgis=1.6.0 -> widgetsnbextension[version='>=3']
Package libgfortran5 conflicts for:
libgfortran-ng -> libgfortran5[version='8.4.0.*|9.3.0.*']
blas -> libgfortran5[version='>=9.3.0']
hdf5 -> libgfortran5[version='>=9.3.0']
scipy -> libgfortran5[version='>=9.3.0']
Package soupsieve conflicts for:
ibm-wsrt-py37main-main -> soupsieve==2.0.1[build=*]
beautifulsoup4 -> soupsieve[version='>=1.2']
Package zipp conflicts for:
importlib-metadata -> zipp[version='>=0.5']
importlib_metadata -> zipp[version='>=0.3.2|>=0.5']
ibm-wsrt-py37main-main -> zipp==3.1.0[build=*]
Package werkzeug conflicts for:
ibm-wsrt-py37main-main -> werkzeug==1.0.1[build=*]
tensorboard -> werkzeug[version='>=0.11.10|>=0.11.15|>=0.14']
tensorflow-base -> werkzeug[version='>=0.14.1,<1.0a0']
Package backcall conflicts for:
ipython -> backcall
ibm-wsrt-py37main-main -> backcall==0.2.0[build=*]
Package py conflicts for:
ibm-wsrt-py37main-main -> py==1.8.2[build=*]
pyzmq -> py
pytest -> py[version='>=1.4.29|>=1.4.33|>=1.5.0|>=1.8.2']
Package retrying conflicts for:
plotly -> retrying[version='>=1.3.3']
ibm-wsrt-py37main-main -> retrying==1.3.3[build=*]
Package funcsigs conflicts for:
pytest -> funcsigs[version='>=1.0']
mock -> funcsigs
Package openblas conflicts for:
scikit-learn -> openblas[version='0.2.18.*|0.2.18|0.2.18.*|0.2.19|0.2.19.*|0.2.20|0.2.20.*|>=0.2.20,<0.2.21.0a0|>=0.3.3,<0.3.4.0a0']
numpy -> openblas[version='0.2.18.*|0.2.18|0.2.18.*|0.2.19|0.2.19.*|0.2.20|0.2.20.*|>=0.2.20,<0.2.21.0a0|>=0.3.3,<0.3.4.0a0|>=0.2.15']
scipy -> openblas[version='0.2.18.*|0.2.18|0.2.18.*|0.2.19|0.2.19.*|0.2.20|0.2.20.*|>=0.2.20,<0.2.21.0a0|>=0.3.3,<0.3.4.0a0']
blas -> openblas
Package jmespath conflicts for:
botocore -> jmespath[version='>=0.7.1,<1.0.0']
ibm-wsrt-py37main-main -> jmespath==0.9.4[build=*]
boto3 -> jmespath[version='>=0.7.1,<1.0.0']
Package readline conflicts for:
sqlite -> readline[version='6.2.*|7.0|7.0.*|>=7.0,<8.0a0|>=8.0,<9.0a0']
python=3.7 -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
libpq -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
ibm-wsrt-py37main-main -> readline==8.0[build=*]
freetds -> readline[version='>=7.0,<8.0a0|>=8.0,<9.0a0']
Package keras-preprocessing conflicts for:
ibm-wsrt-py37main-main -> keras-preprocessing==1.1.0[build=*]
tensorflow-base -> keras-preprocessing[version='>=1.0.3|>=1.0.5,<2.0a0|>=1.0.5|>=1.1.0']
Package libxcb conflicts for:
qt -> libxcb[version='>=1.12,<2.0a0|>=1.13,<2.0a0']
ibm-wsrt-py37main-main -> libxcb==1.14[build=*]
gst-plugins-base -> libxcb[version='>=1.12,<2.0a0|>=1.13,<2.0a0']
Package matplotlib conflicts for:
seaborn -> matplotlib[version='>=1.4.3|>=2.1.2']
nltk -> matplotlib
scikit-image -> matplotlib[version='>=1.1|>=1.3.1|>=2.0.0']
arcgis=1.6.0 -> matplotlib
bokeh -> matplotlib
ibm-wsrt-py37main-main -> matplotlib==3.2.2[build=*]
Package markdown conflicts for:
tensorboard -> markdown[version='>=2.6.11|>=2.6.8']
tensorflow-base -> markdown[version='>=2.6.11']
ibm-wsrt-py37main-main -> markdown==3.1.1[build=*]
Package blas conflicts for:
scikit-learn -> blas[version='*|*|1.1|1.0|1.0',build='mkl|openblas|mkl|openblas']
numpy-base -> blas[version='*|*|1.0|1.0',build='mkl|openblas|mkl|openblas']
mkl_random -> blas[version='*|1.0',build=mkl]
pytorch -> blas==1.0=mkl
mkl-service -> blas==1.0=mkl
numexpr -> blas[version='*|*|1.0|1.0',build='mkl|openblas|mkl|openblas']
ibm-wsrt-py37main-main -> blas==1.0[build=*]
mkl_fft -> blas[version='*|1.0',build=mkl]
numpy -> blas[version='*|*|1.0|1.1|1.0',build='openblas|openblas|mkl|openblas|mkl']
scipy -> blas[version='*|*|1.0|1.1|1.0',build='openblas|openblas|mkl|openblas|mkl']
Package networkx conflicts for:
scikit-image -> networkx[version='>=1.8,<2.0|>=1.8|>=2.0']
ibm-wsrt-py37main-main -> networkx==2.4[build=*]
Package aiohttp conflicts for:
google-auth -> aiohttp[version='>=3.6.2,<4.0.0dev']
ibm-wsrt-py37main-main -> aiohttp==3.6.2[build=*]
Package certifi conflicts for:
urllib3 -> certifi
setuptools -> certifi[version='>=2016.09|>=2016.9.26']
tornado -> certifi
requests -> certifi[version='>=2017.4.17']
matplotlib-base -> certifi[version='>=2020.06.20']
ibm-wsrt-py37main-main -> certifi==2020.6.20[build=*]
Package yaml conflicts for:
pyyaml -> yaml[version='>=0.1.7,<0.2.0a0|>=0.2.2,<0.3.0a0|>=0.2.5,<0.3.0a0']
ibm-wsrt-py37main-main -> yaml==0.2.5[build=*]
Package webencodings conflicts for:
html5lib -> webencodings
tensorboard -> webencodings
ibm-wsrt-py37main-main -> webencodings==0.5.1[build=*]
bleach -> webencodings
Package attrs conflicts for:
aiohttp -> attrs[version='>=17.3.0|>=17.4.0']
pytest -> attrs[version='>=17.2.0|>=17.4.0|>=17.4.0,<=19.1.0']
ibm-wsrt-py37main-main -> attrs==19.3.0[build=*]
jsonschema -> attrs[version='>=17.4.0']
Package chardet conflicts for:
requests -> chardet[version='>=3.0.2,<3.1.0|>=3.0.2,<4']
aiohttp -> chardet[version='>=2.0,<4.0']
ibm-wsrt-py37main-main -> chardet==3.0.4[build=*]
Package ca-certificates conflicts for:
openssl -> ca-certificates
ibm-wsrt-py37main-main -> ca-certificates==2020.10.14[build=*]
Package mkl conflicts for:
blas -> mkl
scipy -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.4,<2021.0a0']
numexpr -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.1,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.4,<2021.0a0']
mkl_fft -> mkl[version='>=2018.0.3,<2019.0a0|>=2019.1,<2020.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.2,<2021.0a0|>=2019.4,<2021.0a0|>=2019.3,<2021.0a0|>=2019.1,<2021.0a0']
tensorflow-base -> mkl[version='>=2018.0.2,<2019.0a0']
mkl-service -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.2,<2021.0a0|>=2019.4,<2021.0a0|>=2019.3,<2021.0a0']
ibm-wsrt-py37main-main -> mkl==2020.1[build=*]
numpy -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.1,<2019.0a0|>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
mkl_random -> mkl[version='>=2018.0.3,<2019.0a0|>=2019.1,<2020.0a0|>=2019.3,<2020.0a0|>=2019.4,<2020.0a0|>=2020.0,<2021.0a0|>=2020.2,<2021.0a0|>=2020.1,<2021.0a0|>=2019.4,<2021.0a0|>=2019.1,<2021.0a0']
numpy-base -> mkl[version='>=2018.0.2,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
scikit-learn -> mkl[version='>=2018.0.0,<2019.0a0|>=2018.0.3,<2019.0a0|>=2019.1,<2021.0a0|>=2019.3,<2021.0a0|>=2019.4,<2021.0a0']
pytorch -> mkl[version='2019.*|>=2019.4,<2021.0a0|>=2019.1,<2021.0a0|>=2018.0.3,<2019.0a0|>=2018.0.2,<2019.0a0']
Package freetds conflicts for:
ibm-wsrt-py37main-main -> freetds==1.00.97[build=*]
pymssql -> freetds[version='>=1.0.91,<2.0a0|>=1.0.97,<2.0a0']
Package pyparsing conflicts for:
packaging -> pyparsing[version='>=2.0.2']
nltk -> pyparsing
matplotlib -> pyparsing
ibm-wsrt-py37main-main -> pyparsing==2.4.7[build=*]
matplotlib-base -> pyparsing[version='>=2.0.3,!=2.0.4,!=2.1.2,!=2.1.6']
Package terminado conflicts for:
ibm-wsrt-py37main-main -> terminado==0.8.3[build=*]
notebook -> terminado[version='>=0.3.3|>=0.8.1|>=0.8.3']
Package entrypoints conflicts for:
ibm-wsrt-py37main-main -> entrypoints==0.3[build=*]
keyring -> entrypoints
jupyter_client -> entrypoints
nbconvert -> entrypoints[version='>=0.2.2']
Package mock conflicts for:
tensorflow-base -> mock[version='>=2.0.0|>=2.0.0,<3.0a0']
pytables -> mock
ibm-wsrt-py37main-main -> mock==4.0.2[build=*]
tensorflow-estimator -> mock[version='>=2.0.0']
Package ld_impl_linux-64 conflicts for:
python=3.7 -> ld_impl_linux-64[version='>=2.34']
ibm-wsrt-py37main-main -> ld_impl_linux-64==2.33.1[build=*]
Package sip conflicts for:
ibm-wsrt-py37main-main -> sip==4.19.8[build=*]
pyqt -> sip[version='4.18|4.18.*|>=4.19.4,<=4.19.8|>=4.19.13,<=4.19.14']
Package tensorflow-base conflicts for:
tensorflow-estimator -> tensorflow-base[version='>=1.14.0,<1.15.0a0|>=1.15.0,<1.16.0a0|>=2.0.0,<2.1.0a0|>=2.1.0,<2.2.0a0|>=2.2.0,<2.3.0a0|>=2.3.0,<2.4.0a0']
ibm-wsrt-py37main-main -> tensorflow-base==2.1.0[build=*]
Package pyjwt conflicts for:
oauthlib -> pyjwt[version='>=1.0.0']
ibm-wsrt-py37main-main -> pyjwt==1.7.1[build=*]
Package multidict conflicts for:
aiohttp -> multidict[version='>=2.1.4|>=4.0,<5.0|>=4.5,<5.0|>=4.5,<7.0|>=3.0.0']
ibm-wsrt-py37main-main -> multidict==4.7.6[build=*]
yarl -> multidict[version='>=2.0|>=4.0']
Package jeepney conflicts for:
keyring -> jeepney[version='>=0.4.2']
secretstorage -> jeepney[version='>=0.6']
ibm-wsrt-py37main-main -> jeepney==0.4.0[build=*]
Package openmpi conflicts for:
h5py -> openmpi[version='>=3.1,<3.2.0a0|>=3.1.4,<3.2.0a0|>=4.0.1,<4.1.0a0|>=4.0.2,<4.1.0a0|>=4.0.4,<4.1.0a0|>=4.0.5,<4.1.0a0']
hdf5 -> openmpi[version='>=3.1,<3.2.0a0|>=4.0,<4.1.0a0']
Package keyring conflicts for:
ibm-wsrt-py37main-main -> keyring==18.0.0[build=*]
arcgis=1.6.0 -> keyring
Package pyasn1 conflicts for:
google-auth -> pyasn1[version='>=0.1.7,<1dev']
pyasn1-modules -> pyasn1[version='0.3.3|>=0.3.4,<0.4.0|>=0.4.1,<0.5.0|>=0.4.6,<0.5.0|>=0.1.8']
rsa -> pyasn1[version='>=0.1.3']
ibm-wsrt-py37main-main -> pyasn1==0.4.8[build=*]
Package mkl_random conflicts for:
numpy -> mkl_random[version='>=1.0.2,<2.0a0']
ibm-wsrt-py37main-main -> mkl_random==1.1.1[build=*]
Package krb5 conflicts for:
libpq -> krb5[version='>=1.14.2,<1.15.0a0|>=1.16,<1.17.0a0|>=1.16.1,<1.17.0a0|>=1.16.2,<1.17.0a0|>=1.16.3,<1.17.0a0|>=1.16.4,<1.17.0a0|>=1.17.1,<1.18.0a0']
ibm-wsrt-py37main-main -> krb5==1.17.1[build=*]
Package idna conflicts for:
yarl -> idna[version='>=2.0']
urllib3 -> idna[version='>=2.0.0']
requests -> idna[version='>=2.5,<2.6|>=2.5,<2.7|>=2.5,<2.8|>=2.5,<2.9|>=2.5,<3']
cryptography -> idna[version='>=2.1']
ibm-wsrt-py37main-main -> idna==2.9[build=*]
Package pyrsistent conflicts for:
jsonschema -> pyrsistent[version='>=0.14.0']
ibm-wsrt-py37main-main -> pyrsistent==0.16.0[build=*]
Package termcolor conflicts for:
tensorflow-base -> termcolor[version='>=1.1.0|>=1.1.0,<2.0a0']
tensorflow-estimator -> termcolor[version='>=1.1.0']
ibm-wsrt-py37main-main -> termcolor==1.1.0[build=*]
Package libsodium conflicts for:
ibm-wsrt-py37main-main -> libsodium==1.0.18[build=*]
zeromq -> libsodium[version='>=1.0.16,<1.0.17.0a0|>=1.0.17,<1.0.18.0a0|>=1.0.18,<1.0.19.0a0']
pyzmq -> libsodium[version='>=1.0.16,<1.0.17.0a0|>=1.0.17,<1.0.18.0a0|>=1.0.18,<1.0.19.0a0']
Package pandoc conflicts for:
nbconvert -> pandoc[version='>=1.12.1|>=1.12.1,<2.0.0']
ibm-wsrt-py37main-main -> pandoc==2.9.2.1[build=*]
Package lz4-c conflicts for:
zstd -> lz4-c[version='>=1.8.1.2,<1.8.2.0a0|>=1.8.3,<1.8.4.0a0|>=1.9.2,<1.9.3.0a0|>=1.9.2,<1.10.0a0']
blosc -> lz4-c[version='>=1.8.1.2,<1.9.0a0|>=1.9.2,<1.10.0a0']
ibm-wsrt-py37main-main -> lz4-c==1.9.2[build=*]
Package ipython_genutils conflicts for:
notebook -> ipython_genutils
traitlets -> ipython_genutils
nbformat -> ipython_genutils
ibm-wsrt-py37main-main -> ipython_genutils==0.2.0[build=*]
Package libcurl conflicts for:
tensorflow-base -> libcurl[version='>=7.64.1,<8.0a0|>=7.71.1,<8.0a0']
hdf5 -> libcurl[version='>=7.71.1,<8.0a0']
Package gmpy2 conflicts for:
mpmath -> gmpy2
sympy -> gmpy2[version='>=2.0.8']
Package decorator conflicts for:
ibm-wsrt-py37main-main -> decorator==4.4.2[build=*]
networkx -> decorator[version='>=3.4.0|>=4.3.0|>=4.1.0']
plotly -> decorator[version='>=4.0.6']
traitlets -> decorator
ipython -> decorator
Package tensorboard conflicts for:
ibm-wsrt-py37main-main -> tensorboard==2.1.0[build=*]
tensorflow-base -> tensorboard[version='>=1.13.0,<1.14.0a0|>=1.14.0,<1.15.0a0']
Package cryptography conflicts for:
urllib3 -> cryptography[version='>=1.3.4']
ibm-wsrt-py37main-main -> cryptography==2.9.2[build=*]
pyjwt -> cryptography[version='>=1.0|>=1.4']
secretstorage -> cryptography
pyopenssl -> cryptography[version='>=1.3|>=1.3.4|>=1.9|>=2.1.4|>=2.2.1|>=2.8']
oauthlib -> cryptography
Package bzip2 conflicts for:
python=3.7 -> bzip2[version='>=1.0.6,<2.0a0|>=1.0.8,<2.0a0']
pytables -> bzip2[version='1.0.*|>=1.0.6,<2.0a0|>=1.0.8,<2.0a0']
ibm-wsrt-py37main-main -> bzip2==1.0.8[build=*]
Package subprocess32 conflicts for:
jupyterlab -> subprocess32
matplotlib -> subprocess32
matplotlib-base -> subprocess32
Package toolz conflicts for:
scikit-image -> toolz[version='>=0.7.3|>=0.7.4']
cytoolz -> toolz[version='>=0.10.0|>=0.8.0']
ibm-wsrt-py37main-main -> toolz==0.10.0[build=*]
Package jpeg conflicts for:
lcms2 -> jpeg[version='>=9b,<10a|>=9c,<10a|>=9d,<10a']
ibm-wsrt-py37main-main -> jpeg==9b[build=*]
qt -> jpeg[version='9.*|>=9c,<10a|>=9d,<10a|>=9b,<10a']
pillow -> jpeg[version='8.*|9.*|>=9c,<10a|>=9d,<10a|>=9b,<10a']
Package imageio conflicts for:
ibm-wsrt-py37main-main -> imageio==2.9.0[build=*]
scikit-image -> imageio[version='>=2.1.0|>=2.3.0']
Package google-auth-oauthlib conflicts for:
tensorboard -> google-auth-oauthlib[version='0.4.1|>=0.4.1,<0.5']
ibm-wsrt-py37main-main -> google-auth-oauthlib==0.4.1[build=*]
Package cachetools conflicts for:
google-auth -> cachetools[version='>=2.0.0,<3.2|>=2.0.0,<5.0|>=2.0.0,<3dev']
ibm-wsrt-py37main-main -> cachetools==4.1.1[build=*]
Package _py-xgboost-mutex conflicts for:
py-xgboost -> _py-xgboost-mutex[version='1.0|2.0',build='cpu_0|gpu_0']
ibm-wsrt-py37main-main -> _py-xgboost-mutex==2.0=cpu_0
Package google-auth conflicts for:
google-auth-oauthlib -> google-auth
ibm-wsrt-py37main-main -> google-auth==1.22.0[build=*]
tensorboard -> google-auth[version='>=1.6.3,<2']
Package send2trash conflicts for:
ibm-wsrt-py37main-main -> send2trash==1.5.0[build=*]
notebook -> send2trash
Package h5py conflicts for:
tensorflow-base -> h5py[version='>=2.10.0,<2.11.0a0']
keras-applications -> h5py
ibm-wsrt-py37main-main -> h5py==2.10.0[build=*]
Package typing_extensions conflicts for:
ibm-wsrt-py37main-main -> typing_extensions==3.7.4.2[build=*]
bokeh -> typing_extensions[version='>=3.7.4']
aiohttp -> typing_extensions[version='>=3.6.5']
Package joblib conflicts for:
scikit-learn -> joblib[version='>=0.11']
nltk -> joblib
ibm-wsrt-py37main-main -> joblib==0.16.0[build=*]
Package jedi conflicts for:
ibm-wsrt-py37main-main -> jedi==0.17.1[build=*]
ipython -> jedi[version='>=0.10|>=0.16']
Package pygments conflicts for:
ipython -> pygments
ibm-wsrt-py37main-main -> pygments==2.6.1[build=*]
prompt-toolkit -> pygments
nbconvert -> pygments[version='>=2.4.1']
Package json5 conflicts for:
jupyterlab_server -> json5
ibm-wsrt-py37main-main -> json5==0.9.5[build=*]
Package zstd conflicts for:
blosc -> zstd[version='>=1.3.7,<1.3.8.0a0|>=1.4.4,<1.5.0a0|>=1.4.5,<1.4.6.0a0']
ibm-wsrt-py37main-main -> zstd==1.4.4[build=*]
Package jupyterlab_server conflicts for:
ibm-wsrt-py37main-main -> jupyterlab_server==1.1.0[build=*]
jupyterlab -> jupyterlab_server[version='>=0.2.0,<0.3.0|>=1.0.0,<2.0.0|>=1.1.0,<2.0.0']
Package ipython conflicts for:
ibm-wsrt-py37main-main -> ipython==7.15.0[build=*]
ipykernel -> ipython[version='>=4.0.0|>=4.0|>=5.0']
ipywidgets -> ipython[version='>=4.0.0']
Package _pytorch_select conflicts for:
pytorch -> _pytorch_select[version='0.1|0.2']
ibm-wsrt-py37main-main -> _pytorch_select==0.1[build=*]
Package absl-py conflicts for:
tensorboard -> absl-py[version='>=0.4|>=0.8.0|>=0.7']
ibm-wsrt-py37main-main -> absl-py==0.9.0[build=*]
tensorflow-estimator -> absl-py[version='>=0.1.6|>=0.7.0']
tensorflow-base -> absl-py[version='>=0.1.6|>=0.7.0|>=0.7.1|>=0.8.1|>=0.7.1,<1.0a0']
Package pyqt conflicts for:
ibm-wsrt-py37main-main -> pyqt==5.9.2[build=*]
matplotlib -> pyqt[version='4.11.*|>=5.12.3,<5.13.0a0|>=5.6.0,<5.7.0a0|>=5.9.2,<5.10.0a0|5.9.*|>=5.6,<6.0a0|5.*|5.6.*']
Package gettext conflicts for:
glib -> gettext[version='>=0.19.8.1,<1.0a0']
gstreamer -> gettext[version='>=0.19.8.1,<1.0a0']
gst-plugins-base -> gettext[version='>=0.19.8.1,<1.0a0']
Package gmp conflicts for:
pandoc -> gmp
ibm-wsrt-py37main-main -> gmp==6.1.2[build=*]
Package markupsafe conflicts for:
jinja2 -> markupsafe[version='>=0.23']
ibm-wsrt-py37main-main -> markupsafe==1.1.1[build=*]
Package s3transfer conflicts for:
boto3 -> s3transfer[version='>=0.1.0,<0.2.0|>=0.1.10,<0.2.0|>=0.2.0,<0.3.0|>=0.3.0,<0.4.0']
ibm-wsrt-py37main-main -> s3transfer==0.3.3[build=*]
Package defusedxml conflicts for:
nbconvert -> defusedxml
ibm-wsrt-py37main-main -> defusedxml==0.6.0[build=*]
Package yarl conflicts for:
aiohttp -> yarl[version='>=0.10.0,<0.11|>=1.0,<1.6.0|>=1.0,<2.0|>=0.11']
ibm-wsrt-py37main-main -> yarl==1.5.1[build=*]
Package backports.functools_lru_cache conflicts for:
wcwidth -> backports.functools_lru_cache
matplotlib -> backports.functools_lru_cache
soupsieve -> backports.functools_lru_cache
matplotlib-base -> backports.functools_lru_cache
Package testpath conflicts for:
nbconvert -> testpath
ibm-wsrt-py37main-main -> testpath==0.4.4[build=*]
Package tk conflicts for:
matplotlib-base -> tk[version='>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0']
pillow -> tk[version='8.6.*|>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
krb5 -> tk[version='8.6.*|>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
python=3.7 -> tk[version='>=8.6.10,<8.7.0a0|>=8.6.9,<8.7.0a0|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
ibm-wsrt-py37main-main -> tk==8.6.10[build=*]
matplotlib -> tk[version='8.5.*|8.6.*|>=8.6.8,<8.7.0a0|>=8.6.7,<8.7.0a0']
Package oauthlib conflicts for:
requests-oauthlib -> oauthlib[version='>=0.6.2|>=3.0.0|>=2.1.0,<3.0.0']
ibm-wsrt-py37main-main -> oauthlib==3.1.0[build=*]
Package libxslt conflicts for:
lxml -> libxslt[version='>=1.1.32,<2.0a0|>=1.1.33,<2.0a0|>=1.1.34,<2.0a0']
ibm-wsrt-py37main-main -> libxslt==1.1.34[build=*]
Package numexpr conflicts for:
pytables -> numexpr
ibm-wsrt-py37main-main -> numexpr==2.7.1[build=*]
Package fontconfig conflicts for:
ibm-wsrt-py37main-main -> fontconfig==2.13.0[build=*]
qt -> fontconfig[version='2.12.*|>=2.13.1,<3.0a0|>=2.13.0,<3.0a0|>=2.12.6,<3.0a0|>=2.12.4,<3.0a0']
Package rsa conflicts for:
google-auth -> rsa[version='>=3.1.4,<4.1|>=3.1.4,<5|>=3.1.4,<4dev']
ibm-wsrt-py37main-main -> rsa==4.6[build=*]
Package statsmodels conflicts for:
seaborn -> statsmodels[version='>=0.5.0|>=0.8.0']
ibm-wsrt-py37main-main -> statsmodels==0.11.1[build=*]
Package snappy conflicts for:
ibm-wsrt-py37main-main -> snappy==1.1.8[build=*]
blosc -> snappy[version='1.1.6|>=1.1.8,<2.0a0|>=1.1.7,<2.0a0']
Package opt_einsum conflicts for:
ibm-wsrt-py37main-main -> opt_einsum==3.1.0[build=*]
tensorflow-base -> opt_einsum[version='>=2.3.2,<3.0a0|>=2.3.2|>=3.1.0|>=3.1.0,<4.0a0']
Package nbconvert conflicts for:
ibm-wsrt-py37main-main -> nbconvert==5.6.1[build=*]
notebook -> nbconvert[version='<6.0']
Package cffi conflicts for:
brotlipy -> cffi[version='>=1.0.0']
ibm-wsrt-py37main-main -> cffi==1.14.0[build=*]
cryptography -> cffi[version='!=1.11.3,>=1.8|>=1.8,!=1.11.3|>=1.7|>=1.8']
pytorch -> cffi
Package regex conflicts for:
nltk -> regex
ibm-wsrt-py37main-main -> regex==2020.6.8[build=*]
Package botocore conflicts for:
s3transfer -> botocore[version='>=1.12.36,<2.0.0|>=1.3.0,<2.0.0']
boto3 -> 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.13.0|>=1.12.47,<1.13.0|>=1.12.46,<1.13.0|>=1.12.45,<1.13.0|>=1.12.44,<1.13.0|>=1.12.43,<1.13.0|>=1.12.42,<1.13.0|>=1.12.41,<1.13.0|>=1.12.40,<1.13.0|>=1.12.39,<1.13.0|>=1.12.38,<1.13.0|>=1.12.37,<1.13.0|>=1.12.36,<1.13.0|>=1.12.35,<1.13.0|>=1.12.34,<1.13.0|>=1.12.33,<1.13.0|>=1.12.32,<1.13.0|>=1.12.31,<1.13.0|>=1.12.30,<1.13.0|>=1.12.29,<1.13.0|>=1.12.28,<1.13.0|>=1.12.27,<1.13.0|>=1.12.26,<1.13.0|>=1.12.25,<1.13.0|>=1.12.24,<1.13.0|>=1.12.23,<1.13.0|>=1.12.22,<1.13.0|>=1.12.21,<1.13.0|>=1.12.20,<1.13.0|>=1.12.19,<1.13.0|>=1.12.18,<1.13.0|>=1.12.17,<1.13.0|>=1.12.16,<1.13.0|>=1.12.15,<1.13.0|>=1.12.14,<1.13.0|>=1.12.13,<1.13.0|>=1.12.12,<1.13.0|>=1.12.11,<1.13.0|>=1.12.9,<1.13.0|>=1.12.8,<1.13.0|>=1.12.7,<1.13.0|>=1.12.6,<1.13.0|>=1.12.5,<1.13.0|>=1.12.4,<1.13.0|>=1.12.3,<1.13.0|>=1.12.2,<1.13.0|>=1.10.9,<1.11.0|>=1.10.8,<1.11.0|>=1.10.7,<1.11.0|>=1.10.6,<1.11.0|>=1.10.5,<1.11.0|>=1.10.4,<1.11.0|>=1.10.3,<1.11.0|>=1.10.2,<1.11.0|>=1.9.23,<1.10.0|>=1.9.22,<1.10.0|>=1.9.21,<1.10.0|>=1.9.20,<1.10.0|>=1.9.19,<1.10.0|>=1.9.18,<1.10.0|>=1.9.17,<1.10.0|>=1.9.16,<1.10.0|>=1.9.15,<1.10.0|>=1.9.14,<1.10.0|>=1.9.13,<1.10.0|>=1.9.12,<1.10.0|>=1.9.11,<1.10.0|>=1.9.10,<1.10.0|>=1.9.9,<1.10.0|>=1.9.8,<1.10.0|>=1.9.7,<1.10.0|>=1.9.6,<1.10.0|>=1.9.5,<1.10.0|>=1.9.4,<1.10.0|>=1.9.3,<1.10.0|>=1.9.2,<1.10.0|>=1.9.1,<1.10.0|>=1.9.0,<1.10.0|>=1.8.50,<1.9.0|>=1.8.49,<1.9.0|>=1.8.48,<1.9.0|>=1.8.47,<1.9.0|>=1.8.46,<1.9.0|>=1.8.45,<1.9.0|>=1.8.44,<1.9.0|>=1.8.43,<1.9.0|>=1.8.42,<1.9.0|>=1.8.41,<1.9.0|>=1.8.40,<1.9.0|>=1.8.39,<1.9.0|>=1.8.38,<1.9.0|>=1.8.37,<1.9.0|>=1.8.36,<1.9.0|>=1.8.32,<1.9.0|>=1.8.28,<1.9.0|>=1.5.0,<1.6.0|>=1.4.1,<1.5.0|>=1.8.0,<1.9.0|>=1.7.0,<1.8.0']
ibm-wsrt-py37main-main -> botocore==1.16.11[build=*]
Package pickleshare conflicts for:
ipython -> pickleshare
ibm-wsrt-py37main-main -> pickleshare==0.7.5[build=*]
Package backports.weakref conflicts for:
tensorflow-base -> backports.weakref[version='>=1.0.0inf.1,<2.0a0|>=1.0|>=1.0rc1']
tensorflow-estimator -> backports.weakref[version='>=1.0rc1']
Package qt conflicts for:
ibm-wsrt-py37main-main -> qt==5.9.7[build=*]
pyqt -> qt[version='4.8.*|5.6.*|5.9.*|>=5.12.5,<5.13.0a0|>=5.12.9,<5.13.0a0|>=5.9.7,<5.10.0a0|>=5.6.2,<5.7.0a0|>=4.8.6,<5.0|>=5.9.6,<5.10.0a0|>=5.9.4,<5.10.0a0|>=5.6.3,<5.7.0a0']
Package mkl_fft conflicts for:
ibm-wsrt-py37main-main -> mkl_fft==1.1.0[build=*]
numpy -> mkl_fft[version='>=1.0.4|>=1.0.6,<2.0a0']
Package jupyterlab conflicts for:
ibm-wsrt-py37main-main -> jupyterlab==2.2.6[build=*]
arcgis=1.6.0 -> jupyterlab
Package libxgboost conflicts for:
ibm-wsrt-py37main-main -> libxgboost==0.90[build=*]
py-xgboost -> libxgboost[version='0.7|0.71|0.72|0.72|0.72|0.80|0.80|0.80|0.80|0.80|0.80|0.81|0.81|0.82|0.82|0.90|0.90|0.90|0.90|1.0.2|1.0.2|1.1.1|1.2.0|0.90|0.90|0.90|0.90|0.90|0.90',build='hf484d3e_0|hf484d3e_0|hf484d3e_0|h87a4715_0|he6710b0_0|h6cbba54_0|h51060c3_0|he6710b0_0|hfc679d8_1|hfc679d8_0|hf484d3e_1000|he1b5a44_0|he1b5a44_2|he1b5a44_4|he1b5a44_0|he1b5a44_1|he1b5a44_0|he1b5a44_3|he1b5a44_1|he1b5a44_1|hf484d3e_1001|he6710b0_1|hf484d3e_1|h6edc907_0|h4d71fd4_0|h688424c_0|h6edc907_0|h83be7fe_0']
Package dask-core conflicts for:
ibm-wsrt-py37main-main -> dask-core==2.20.0[build=*]
scikit-image -> dask-core[version='>=0.15|>=0.15.0|>=0.9.0']
Note that strict channel priority may have removed packages required for satisfiability.
In [14]:
address = 'Richmond,Virginia'
geolocator = Nominatim(user_agent="meshmeshhunter69")
location = geolocator.geocode(address)
latitude = location.latitude
longitude = location.longitude
print('The geograpical coordinate of Richmond, VA are {}, {}.'.format(latitude, longitude))
The geograpical coordinate of Richmond, VA are 37.5385087, -77.43428.
I used python folium library to visualize geographic details of Richmond and its neighborhoods and I created a map of Richmond with the neighborhood superimposed on top. I used latitude and longitude values to get the visual as below:
In [15]:
import folium
map_richmond = folium.Map(location=[latitude, longitude], zoom_start=9.5)
# add markers to map
for lat, lng, borough in zip(df['Latitude'], df['Longitude'], df['Borough']):
label = '{}'.format(borough)
label = folium.Popup(label, parse_html=True)
folium.CircleMarker(
[lat, lng],
radius=4,
popup=label,
color='green',
fill=True,
fill_color='#f2f538',
fill_opacity=0.7).add_to(map_richmond)
map_richmond
Out[15]:
Make this Notebook Trusted to load map: File -> Trust Notebook
I utilized the Foursquare API to explore the neighborhoods and segment them. I designed the limit as 100 venues and the radius 1200 meters (about 0.75 mile) for each borough from their given latitude and longitude informations. The table shown below is a summary of the list Venues name, category, latitude and longitude informations from Forsquare API.
In [16]:
CLIENT_ID = 'YLVIBPFMW314SBDNBC5HMMVSZ42F0IWIR1YC1W2QWZ1DXO44' # my Foursquare ID
CLIENT_SECRET = 'ZJPAIIX5AU22VLVPQS01TGA42Q0W3J0UNDWGJRYFOMIW2Y4J' # my Foursquare Secret
VERSION = '20180605' # Foursquare API version
print('Your credentails:')
print('CLIENT_ID: ' + CLIENT_ID)
print('CLIENT_SECRET:' + CLIENT_SECRET)
Your credentails: CLIENT_ID: YLVIBPFMW314SBDNBC5HMMVSZ42F0IWIR1YC1W2QWZ1DXO44 CLIENT_SECRET:ZJPAIIX5AU22VLVPQS01TGA42Q0W3J0UNDWGJRYFOMIW2Y4J
In [17]:
richmond_data = df
borough_latitude = richmond_data.loc[0, 'Latitude'] # neighborhood latitude value
borough_longitude = richmond_data.loc[0, 'Longitude'] # neighborhood longitude value
borough_name = richmond_data.loc[0, 'Borough'] # neighborhood name
print('Latitude and longitude values of {} are {}, {}.'.format(borough_name,
borough_latitude,
borough_longitude))
Latitude and longitude values of Westhampton are 38.904167, -77.184722.
In [18]:
LIMIT = 100
radius = 1200
url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(
CLIENT_ID,
CLIENT_SECRET,
VERSION,
borough_latitude,
borough_longitude,
radius,
LIMIT)
url
Out[18]:
'https://api.foursquare.com/v2/venues/explore?&client_id=YLVIBPFMW314SBDNBC5HMMVSZ42F0IWIR1YC1W2QWZ1DXO44&client_secret=ZJPAIIX5AU22VLVPQS01TGA42Q0W3J0UNDWGJRYFOMIW2Y4J&v=20180605&ll=38.904167,-77.184722&radius=1200&limit=100'
In [19]:
results = requests.get(url).json()
In [20]:
# function that extracts the category of the venue
def get_category_type(row):
try:
categories_list = row['categories']
except:
categories_list = row['venue.categories']
if len(categories_list) == 0:
return None
else:
return categories_list[0]['name']
In [21]:
venues = results['response']['groups'][0]['items']
nearby_venues = json_normalize(venues) # flatten JSON
# filter columns
filtered_columns = ['venue.name', 'venue.categories', 'venue.location.lat', 'venue.location.lng']
nearby_venues =nearby_venues.loc[:, filtered_columns]
# filter the category for each row
nearby_venues['venue.categories'] = nearby_venues.apply(get_category_type, axis=1)
# clean columns
nearby_venues.columns = [col.split(".")[-1] for col in nearby_venues.columns]
nearby_venues.head(12)
#print(nearby_venues)
/opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages/ipykernel/__main__.py:3: FutureWarning: pandas.io.json.json_normalize is deprecated, use pandas.json_normalize instead app.launch_new_instance()
Out[21]:
| name | categories | lat | lng | |
|---|---|---|---|---|
| 0 | Haandi Fine Indian Cuisine | Indian Restaurant | 38.894226 | -77.188743 |
| 1 | Road Runner Sports | Sporting Goods Shop | 38.893768 | -77.187612 |
| 2 | Starbucks | Coffee Shop | 38.894497 | -77.188340 |
| 3 | Baskin-Robbins | Ice Cream Shop | 38.893927 | -77.187777 |
| 4 | GNC | Supplement Shop | 38.894879 | -77.188720 |
| 5 | Lazy Mike's | Deli / Bodega | 38.894339 | -77.190382 |
| 6 | Giant Food | Grocery Store | 38.894971 | -77.188856 |
| 7 | PNC Bank | Bank | 38.894879 | -77.188720 |
| 8 | Redbox | Video Store | 38.894718 | -77.188988 |
| 9 | Tasman Imports | Wine Bar | 38.906608 | -77.183454 |
| 10 | CVS pharmacy | Pharmacy | 38.894036 | -77.188316 |
| 11 | WMATA Traction Power Sub-Station N1 | Metro Station | 38.907735 | -77.188073 |
In [22]:
print('{} venues were returned by Foursquare.'.format(nearby_venues.shape[0]))
26 venues were returned by Foursquare.
In [28]:
def getNearbyVenues(names, latitudes, longitudes, radius=500, LIMIT=100):
venues_list=[]
for name, lat, lng in zip(names, latitudes, longitudes):
print(name)
# create the API request URL
url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(
CLIENT_ID,
CLIENT_SECRET,
VERSION,
lat,
lng,
radius,
LIMIT)
# make the GET request
results = requests.get(url).json()["response"]['groups'][0]['items']
# return only relevant information for each nearby venue
venues_list.append([(
name,
lat,
lng,
v['venue']['name'],
v['venue']['location']['lat'],
v['venue']['location']['lng'],
v['venue']['categories'][0]['name']) for v in results])
nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])
nearby_venues.columns = ['Borough',
'Borough Latitude',
'Borough Longitude',
'Venue',
'Venue Latitude',
'Venue Longitude',
'Venue Category']
return(nearby_venues)
In [29]:
richmond_venues = getNearbyVenues(names=richmond_data['Borough'],
latitudes=richmond_data['Latitude'],
longitudes=richmond_data['Longitude']
)
Westhampton Glen Allen Wyndham Innsbrook Short Pump Highland Springs Laurel Brandermill Woodlake Midlothian Salisbury, Chesterfield County Skinquarter Moseley Fair Oaks Sandston Block 0-100 East Franklin Street Historic District Central Office District Downtown Richmond Main Street Banking Historic District Monroe Ward Shockoe Slip Upper Shockoe Valley Arts District Carver Industrial Historic District Fan district Gilpin Jackson Ward Maymont Oregon Hill Randolph West Broad Street Commercial Historic District 2900 Block Grove Avenue Historic District Arthur Ashe Boulevard Byrd Park Carillon Carytown Museum District Stadium neighborhood Windsor Farms Barton Heights Battery Court Historic District Chamberlayne Industrial Center Chestnut Hill–Plateau Historic District Forest Lawn Cemetery Green Park Highland Park Church Hill Creighton Court East End East Highland Park Fairmount Libby Hill Mosby Court Oakwood–Chimborazo Historic District Shockoe Bottom Tobacco Row Union Hill Shockoe Valley Manchester Old Town Manchester South Richmond South Garden Forest Hill Jahnke Woodland Heights Granite Springhill Historic District Manchester, Chesterfield County Lockgreen Brookland Park Historic District Chamberlayne Ginter Park Hermitage Road Historic District Laburnum Park Historic District Pine Camp Sherwood Park Lakeside Tuckahoe West End Carver Dumbarton Gambles Hill Sauer's Gardens Scott's Addition Historic District Texas Beach Fulton Hill Malvern Gardens Montrose Rocketts Landing Shed Town Varina Bensley Meadowbrook Bon Air Huguenot Farms Rockwood Bellwood Biotech and MCV District Court End Ettrick Matoaca Chester Centralia Colonial Heights Enon Bermuda Hundred Winterpock
In [30]:
print(richmond_venues.shape)
richmond_venues.head(300)
(1489, 7)
Out[30]:
| Borough | Borough Latitude | Borough Longitude | Venue | Venue Latitude | Venue Longitude | Venue Category | |
|---|---|---|---|---|---|---|---|
| 0 | Westhampton | 38.904167 | -77.184722 | Tasman Imports | 38.906608 | -77.183454 | Wine Bar |
| 1 | Westhampton | 38.904167 | -77.184722 | WMATA Traction Power Sub-Station N1 | 38.907735 | -77.188073 | Metro Station |
| 2 | Glen Allen | 37.660000 | -77.485556 | Bath & Body Works | 37.660362 | -77.486144 | Cosmetics Shop |
| 3 | Glen Allen | 37.660000 | -77.485556 | Glen Allen Softball Complex | 37.657517 | -77.483521 | Baseball Field |
| 4 | Glen Allen | 37.660000 | -77.485556 | VA Randolph Football Field | 37.657393 | -77.482361 | Athletics & Sports |
| 5 | Glen Allen | 37.660000 | -77.485556 | Woodman Park | 37.655975 | -77.487693 | Playground |
| 6 | Wyndham | 37.697500 | -77.610833 | The Dominion Club | 37.699866 | -77.608405 | Golf Course |
| 7 | Wyndham | 37.697500 | -77.610833 | Wyndham Lake | 37.698001 | -77.612914 | Lake |
| 8 | Wyndham | 37.697500 | -77.610833 | Wyndham Amphitheatre | 37.697152 | -77.608220 | Amphitheater |
| 9 | Wyndham | 37.697500 | -77.610833 | Otter Pond Park | 37.697395 | -77.606771 | Park |
| 10 | Wyndham | 37.697500 | -77.610833 | Carriage Homes Gym | 37.693568 | -77.610475 | Gym |
| 11 | Wyndham | 37.697500 | -77.610833 | HR Tabs | 37.699996 | -77.615204 | Business Service |
| 12 | Innsbrook | 37.647500 | -77.586389 | Potbelly Sandwich Shop | 37.646619 | -77.585330 | Sandwich Place |
| 13 | Innsbrook | 37.647500 | -77.586389 | Starbucks | 37.647829 | -77.585885 | Coffee Shop |
| 14 | Innsbrook | 37.647500 | -77.586389 | Boychik's Deli | 37.648287 | -77.583990 | Deli / Bodega |
| 15 | Innsbrook | 37.647500 | -77.586389 | Taziki's Mediterranean Cafe | 37.648371 | -77.583921 | Mediterranean Restaurant |
| 16 | Innsbrook | 37.647500 | -77.586389 | Blaze Pizza | 37.647806 | -77.585586 | Pizza Place |
| 17 | Innsbrook | 37.647500 | -77.586389 | Joey's Hot Dogs | 37.647904 | -77.584680 | Hot Dog Joint |
| 18 | Innsbrook | 37.647500 | -77.586389 | Mama Cucina | 37.647938 | -77.583974 | Italian Restaurant |
| 19 | Innsbrook | 37.647500 | -77.586389 | Capital Ale House | 37.648374 | -77.583947 | Beer Garden |
| 20 | Innsbrook | 37.647500 | -77.586389 | Smoothie King | 37.646324 | -77.582794 | Smoothie Shop |
| 21 | Innsbrook | 37.647500 | -77.586389 | Hurley's Tavern | 37.647898 | -77.584425 | Sports Bar |
| 22 | Innsbrook | 37.647500 | -77.586389 | Wawa | 37.648484 | -77.589909 | Convenience Store |
| 23 | Innsbrook | 37.647500 | -77.586389 | Thai Flavor Food & Noodle | 37.648726 | -77.585410 | Thai Restaurant |
| 24 | Innsbrook | 37.647500 | -77.586389 | Noodles & Company | 37.647808 | -77.585444 | Restaurant |
| 25 | Innsbrook | 37.647500 | -77.586389 | Firehouse Subs | 37.647841 | -77.584367 | Sandwich Place |
| 26 | Innsbrook | 37.647500 | -77.586389 | Five Guys | 37.645303 | -77.583112 | Burger Joint |
| 27 | Innsbrook | 37.647500 | -77.586389 | Moe's Southwest Grill | 37.645527 | -77.582985 | Mexican Restaurant |
| 28 | Innsbrook | 37.647500 | -77.586389 | Leonardo's Pizza & Pasta | 37.646100 | -77.582781 | Pizza Place |
| 29 | Innsbrook | 37.647500 | -77.586389 | Silver Diner | 37.647440 | -77.582221 | Diner |
| 30 | Innsbrook | 37.647500 | -77.586389 | Padow's Hams & Deli | 37.649427 | -77.582709 | Sandwich Place |
| 31 | Innsbrook | 37.647500 | -77.586389 | Mexico Restaurant | 37.648641 | -77.585288 | Mexican Restaurant |
| 32 | Innsbrook | 37.647500 | -77.586389 | Hondo's Prime Steakhouse | 37.649394 | -77.582542 | Steakhouse |
| 33 | Innsbrook | 37.647500 | -77.586389 | Hampton Inn by Hilton | 37.647896 | -77.580932 | Hotel |
| 34 | Innsbrook | 37.647500 | -77.586389 | Starbucks | 37.646246 | -77.582771 | Coffee Shop |
| 35 | Innsbrook | 37.647500 | -77.586389 | Hilton Garden Inn | 37.649035 | -77.584241 | Hotel |
| 36 | Innsbrook | 37.647500 | -77.586389 | Ross Dress for Less | 37.645698 | -77.584850 | Clothing Store |
| 37 | Innsbrook | 37.647500 | -77.586389 | 7-Eleven | 37.648161 | -77.581694 | Convenience Store |
| 38 | Innsbrook | 37.647500 | -77.586389 | Dairy Queen | 37.647965 | -77.584240 | Ice Cream Shop |
| 39 | Innsbrook | 37.647500 | -77.586389 | The Beach House | 37.648749 | -77.585483 | Bar |
| 40 | Innsbrook | 37.647500 | -77.586389 | Hyatt Place Richmond/Innsbrook | 37.649777 | -77.584066 | Hotel |
| 41 | Innsbrook | 37.647500 | -77.586389 | Zoup! | 37.645735 | -77.582903 | Soup Place |
| 42 | Innsbrook | 37.647500 | -77.586389 | Shoe Carnival | 37.644499 | -77.584945 | Shoe Store |
| 43 | Innsbrook | 37.647500 | -77.586389 | Men's Wearhouse | 37.646359 | -77.584227 | Men's Store |
| 44 | Innsbrook | 37.647500 | -77.586389 | Redbox | 37.648271 | -77.582372 | Video Store |
| 45 | Innsbrook | 37.647500 | -77.586389 | Firestone Complete Auto Care | 37.648188 | -77.587715 | Automotive Shop |
| 46 | Innsbrook | 37.647500 | -77.586389 | CVS pharmacy | 37.646366 | -77.583785 | Pharmacy |
| 47 | Innsbrook | 37.647500 | -77.586389 | Innsbrooke Shoppes | 37.649649 | -77.584077 | Shopping Mall |
| 48 | Innsbrook | 37.647500 | -77.586389 | Marshalls | 37.644908 | -77.585239 | Department Store |
| 49 | Innsbrook | 37.647500 | -77.586389 | Hyderabad Biryani House | 37.648415 | -77.584543 | Indian Restaurant |
| 50 | Innsbrook | 37.647500 | -77.586389 | Ban Zara | 37.648415 | -77.584543 | Indian Restaurant |
| 51 | Innsbrook | 37.647500 | -77.586389 | Rascals Pizza & Subs | 37.648530 | -77.585262 | Pizza Place |
| 52 | Innsbrook | 37.647500 | -77.586389 | Colonnades West Shopping Center | 37.646338 | -77.583800 | Shopping Mall |
| 53 | Innsbrook | 37.647500 | -77.586389 | Innsbrook Trail | 37.648476 | -77.589896 | Trail |
| 54 | Innsbrook | 37.647500 | -77.586389 | Cox Rd & W Broad St | 37.646824 | -77.582676 | Intersection |
| 55 | Innsbrook | 37.647500 | -77.586389 | Lobby Bar @ Marriott Richmond Short Pump | 37.651068 | -77.586981 | Lounge |
| 56 | Innsbrook | 37.647500 | -77.586389 | Cartridge World - Richmond - Innsbrook | 37.649495 | -77.582583 | Paper / Office Supplies Store |
| 57 | Innsbrook | 37.647500 | -77.586389 | Bistro 64 | 37.651111 | -77.587125 | Hotel Bar |
| 58 | Innsbrook | 37.647500 | -77.586389 | Fitness Center @ Richmond Marriott West | 37.651123 | -77.587013 | Gym / Fitness Center |
| 59 | Innsbrook | 37.647500 | -77.586389 | M Club Lounge @ Richmond Marriott Short Pump | 37.651169 | -77.586794 | Lounge |
| 60 | Innsbrook | 37.647500 | -77.586389 | Homestead Studio Suites Richmond - Innsbrook | 37.643848 | -77.585213 | Hotel |
| 61 | Innsbrook | 37.647500 | -77.586389 | Drury Plaza Hotel Richmond | 37.646397 | -77.591591 | Hotel |
| 62 | Innsbrook | 37.647500 | -77.586389 | Sona Dermatology & MedSpa | 37.650837 | -77.582820 | Spa |
| 63 | Short Pump | 37.661944 | -77.626667 | Hilton Richmond Hotel & Spa/Short Pump | 37.659541 | -77.627897 | Hotel |
| 64 | Short Pump | 37.661944 | -77.626667 | Pho 1 Grill | 37.659354 | -77.626808 | Vietnamese Restaurant |
| 65 | Short Pump | 37.661944 | -77.626667 | Shula's Steak House (Hilton Richmond Hotel & Spa) | 37.659257 | -77.628371 | Steakhouse |
| 66 | Short Pump | 37.661944 | -77.626667 | American Family Fitness | 37.659456 | -77.621969 | Gym / Fitness Center |
| 67 | Short Pump | 37.661944 | -77.626667 | Carytown Burgers & Fries | 37.658077 | -77.626844 | Burger Joint |
| 68 | Short Pump | 37.661944 | -77.626667 | Plaza Azteca Mexican Restaurant | 37.658611 | -77.629080 | Mexican Restaurant |
| 69 | Short Pump | 37.661944 | -77.626667 | Bunble's Couch | 37.663535 | -77.625740 | Adult Boutique |
| 70 | Short Pump | 37.661944 | -77.626667 | Wingate by Wyndham Richmond Short Pump | 37.660171 | -77.630926 | Hotel |
| 71 | Highland Springs | 37.545556 | -77.328611 | 9 Mile Grill | 37.548080 | -77.330079 | Diner |
| 72 | Highland Springs | 37.545556 | -77.328611 | Henrico Theatre | 37.543404 | -77.325632 | Movie Theater |
| 73 | Highland Springs | 37.545556 | -77.328611 | Springer Pharmacy | 37.546017 | -77.328064 | Pharmacy |
| 74 | Highland Springs | 37.545556 | -77.328611 | Hot In Market | 37.545899 | -77.328484 | Convenience Store |
| 75 | Laurel | 37.633889 | -77.506667 | Bojangles' Famous Chicken 'n Biscuits | 37.634481 | -77.508583 | Fast Food Restaurant |
| 76 | Laurel | 37.633889 | -77.506667 | Panera Bread | 37.632680 | -77.509025 | Sandwich Place |
| 77 | Laurel | 37.633889 | -77.506667 | Wawa | 37.635177 | -77.508778 | Convenience Store |
| 78 | Laurel | 37.633889 | -77.506667 | Starbucks | 37.632580 | -77.509354 | Coffee Shop |
| 79 | Laurel | 37.633889 | -77.506667 | Waffle House | 37.633316 | -77.507229 | Breakfast Spot |
| 80 | Laurel | 37.633889 | -77.506667 | Jersey Mike's Subs | 37.631491 | -77.508322 | Sandwich Place |
| 81 | Laurel | 37.633889 | -77.506667 | T-Mobile | 37.632896 | -77.509188 | Mobile Phone Shop |
| 82 | Laurel | 37.633889 | -77.506667 | Casa Mexicana II | 37.633311 | -77.507060 | Mexican Restaurant |
| 83 | Laurel | 37.633889 | -77.506667 | FedEx Office Print & Ship Center | 37.632621 | -77.509279 | Shipping Store |
| 84 | Laurel | 37.633889 | -77.506667 | Hardee's | 37.632625 | -77.506948 | Fast Food Restaurant |
| 85 | Laurel | 37.633889 | -77.506667 | Ampa Events | 37.630566 | -77.504242 | Arts & Entertainment |
| 86 | Brandermill | 37.440778 | -77.649417 | Midlothian Tennis Club | 37.438692 | -77.652720 | Tennis Court |
| 87 | Brandermill | 37.440778 | -77.649417 | Brandermill Fancy Traffic Circle | 37.442057 | -77.644546 | Intersection |
| 88 | Woodlake | 37.412778 | -77.685000 | Swift Creek Reservoir Lake | 37.415230 | -77.684582 | Lake |
| 89 | Woodlake | 37.412778 | -77.685000 | Lucky's of Woodlake | 37.415220 | -77.684629 | Gas Station |
| 90 | Woodlake | 37.412778 | -77.685000 | Woodlake Commons Shopping Center | 37.415218 | -77.684655 | Shopping Mall |
| 91 | Woodlake | 37.412778 | -77.685000 | The Path | 37.415221 | -77.684619 | Dog Run |
| 92 | Woodlake | 37.412778 | -77.685000 | Tom Sawyer's Island | 37.410242 | -77.681794 | Playground |
| 93 | Midlothian | 37.521500 | -77.664778 | Wishing Well Park | 37.524149 | -77.663204 | Playground |
| 94 | Midlothian | 37.521500 | -77.664778 | Hair Productions of Salisbury | 37.525785 | -77.664257 | Salon / Barbershop |
| 95 | Salisbury, Chesterfield County | 37.531258 | -77.643325 | Manchester Pub & Day Spa | 37.532638 | -77.638014 | Pub |
| 96 | Skinquarter | 37.399000 | -77.783000 | Jimer's Frozen Custard | 37.395533 | -77.780407 | Dessert Shop |
| 97 | Skinquarter | 37.399000 | -77.783000 | 360 Get N Go | 37.395448 | -77.779662 | American Restaurant |
| 98 | Skinquarter | 37.399000 | -77.783000 | Forget Me Nit | 37.395428 | -77.785065 | Antique Shop |
| 99 | Skinquarter | 37.399000 | -77.783000 | Hart's Place | 37.394705 | -77.784383 | Antique Shop |
| 100 | Sandston | 37.523611 | -77.315833 | Sandston Bistro & Shakes | 37.523004 | -77.312204 | American Restaurant |
| 101 | Sandston | 37.523611 | -77.315833 | N&W Salvage | 37.522953 | -77.319703 | Discount Store |
| 102 | Sandston | 37.523611 | -77.315833 | sandston baseball fields | 37.524206 | -77.314137 | Baseball Field |
| 103 | Sandston | 37.523611 | -77.315833 | Richmond International Airport Baseball Fields | 37.519387 | -77.314569 | Baseball Field |
| 104 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Perly's | 37.543848 | -77.441436 | Deli / Bodega |
| 105 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | The Jefferson Hotel | 37.544225 | -77.445697 | Hotel |
| 106 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Triple Crossing Beer | 37.541583 | -77.445468 | Brewery |
| 107 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Madison+Main | 37.541544 | -77.444316 | Advertising Agency |
| 108 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Chez Foushee | 37.544883 | -77.442528 | French Restaurant |
| 109 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Tarrant's Cafe | 37.545513 | -77.442085 | New American Restaurant |
| 110 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Lemaire | 37.544662 | -77.445036 | New American Restaurant |
| 111 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Quirk Hotel | 37.546500 | -77.444085 | Hotel |
| 112 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | TJ's | 37.544112 | -77.446043 | New American Restaurant |
| 113 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Max's on Broad | 37.546353 | -77.442484 | French Restaurant |
| 114 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Salt & Forge | 37.545206 | -77.440183 | Sandwich Place |
| 115 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Rappahannock Restaurant | 37.542810 | -77.439207 | Seafood Restaurant |
| 116 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Virginia Repertory Theatre | 37.546514 | -77.443350 | Performing Arts Venue |
| 117 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Graduate Richmond | 37.545468 | -77.446527 | Hotel |
| 118 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Saison Market | 37.546844 | -77.442219 | Food & Drink Shop |
| 119 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Saison | 37.546948 | -77.442056 | Cocktail Bar |
| 120 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Pop's Market on Grace | 37.542080 | -77.438512 | Café |
| 121 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Charm School | 37.547288 | -77.445055 | Ice Cream Shop |
| 122 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Cafe Rustika | 37.540740 | -77.440150 | German Restaurant |
| 123 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Secret Sandwich Society | 37.541787 | -77.438228 | Sandwich Place |
| 124 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Penny Lane Pub | 37.541189 | -77.439242 | Pub |
| 125 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Comfort | 37.546822 | -77.443643 | Southern / Soul Food Restaurant |
| 126 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Steady Sounds | 37.547314 | -77.444749 | Record Shop |
| 127 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Quirk Hotel Rooftop | 37.546460 | -77.444106 | Hotel Bar |
| 128 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Ledbury | 37.546815 | -77.444311 | Men's Store |
| 129 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | First Fridays Art Walk | 37.547045 | -77.443846 | Art Gallery |
| 130 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Champion Brewing Company | 37.542371 | -77.439220 | Brewery |
| 131 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | 707 Fine Clothing | 37.543931 | -77.438743 | Men's Store |
| 132 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Wong Gonzalez | 37.542402 | -77.438540 | Asian Restaurant |
| 133 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | The John Marshall Hotel | 37.541554 | -77.438630 | Hotel |
| 134 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Jkogi | 37.545321 | -77.439341 | Korean Restaurant |
| 135 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Quirk Gallery | 37.547287 | -77.445030 | Art Gallery |
| 136 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | The Commonwealth Club | 37.545707 | -77.447638 | Lounge |
| 137 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Lift Coffee Shop & Café | 37.547101 | -77.444235 | Coffee Shop |
| 138 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Chili's Grill & Bar | 37.543737 | -77.448283 | Tex-Mex Restaurant |
| 139 | Block 0-100 East Franklin Street Historic Dist... | 37.543056 | -77.443611 | Starbucks | 37.543887 | -77.448553 | Coffee Shop |
| 140 | Central Office District | 37.536323 | -77.437531 | Boka Tako Truck | 37.536233 | -77.435553 | Food Truck |
| 141 | Central Office District | 37.536323 | -77.437531 | Omni Richmond Hotel | 37.535656 | -77.435313 | Hotel |
| 142 | Central Office District | 37.536323 | -77.437531 | Canal Walk | 37.533790 | -77.436404 | Trail |
| 143 | Central Office District | 37.536323 | -77.437531 | Chick-Fil-A | 37.534750 | -77.438970 | Fast Food Restaurant |
| 144 | Central Office District | 37.536323 | -77.437531 | La Grotta Ristorante | 37.535467 | -77.433904 | Italian Restaurant |
| 145 | Central Office District | 37.536323 | -77.437531 | Bistro Bobette | 37.535621 | -77.434353 | French Restaurant |
| 146 | Central Office District | 37.536323 | -77.437531 | Chopt | 37.536556 | -77.437248 | Salad Place |
| 147 | Central Office District | 37.536323 | -77.437531 | Casa Del Barco | 37.533809 | -77.437185 | Mexican Restaurant |
| 148 | Central Office District | 37.536323 | -77.437531 | City Dogs | 37.535001 | -77.433194 | Hot Dog Joint |
| 149 | Central Office District | 37.536323 | -77.437531 | Sefton Coffee Company | 37.539498 | -77.436685 | Coffee Shop |
| 150 | Central Office District | 37.536323 | -77.437531 | Belle | 37.539156 | -77.437619 | New American Restaurant |
| 151 | Central Office District | 37.536323 | -77.437531 | Courtyard by Marriott Richmond Downtown | 37.534960 | -77.433028 | Hotel |
| 152 | Central Office District | 37.536323 | -77.437531 | Christopher's Runaway Gourmay | 37.537053 | -77.436410 | Food Truck |
| 153 | Central Office District | 37.536323 | -77.437531 | Jo-Jo's Pizza | 37.536701 | -77.433954 | Pizza Place |
| 154 | Central Office District | 37.536323 | -77.437531 | Delta Hotels by Marriott Richmond Downtown | 37.537995 | -77.440864 | Hotel |
| 155 | Central Office District | 37.536323 | -77.437531 | Pipeline | 37.532810 | -77.435446 | Park |
| 156 | Central Office District | 37.536323 | -77.437531 | The Urban Farmhouse Market & Café | 37.535343 | -77.433816 | Coffee Shop |
| 157 | Central Office District | 37.536323 | -77.437531 | Shockoe Espresso & Roastery | 37.535101 | -77.434411 | Coffee Shop |
| 158 | Central Office District | 37.536323 | -77.437531 | The Tobacco Company Restaurant | 37.535802 | -77.434672 | American Restaurant |
| 159 | Central Office District | 37.536323 | -77.437531 | Richmond Ballet | 37.538659 | -77.441727 | Dance Studio |
| 160 | Central Office District | 37.536323 | -77.437531 | Shockoe Slip Yoga | 37.535156 | -77.433548 | Yoga Studio |
| 161 | Central Office District | 37.536323 | -77.437531 | Morton's The Steakhouse | 37.533959 | -77.433101 | Steakhouse |
| 162 | Central Office District | 37.536323 | -77.437531 | Siné Irish Pub & Restaurant | 37.534645 | -77.432806 | Pub |
| 163 | Central Office District | 37.536323 | -77.437531 | Sam Miller's | 37.535610 | -77.434213 | Wine Bar |
| 164 | Central Office District | 37.536323 | -77.437531 | Capital Ale House | 37.539386 | -77.438565 | American Restaurant |
| 165 | Central Office District | 37.536323 | -77.437531 | Capitol Waffle Shop | 37.536724 | -77.434186 | Breakfast Spot |
| 166 | Central Office District | 37.536323 | -77.437531 | Capitol Square | 37.539293 | -77.434656 | Park |
| 167 | Central Office District | 37.536323 | -77.437531 | 7-Eleven | 37.537424 | -77.435461 | Convenience Store |
| 168 | Central Office District | 37.536323 | -77.437531 | Suntrust Bank Cafeteria | 37.537614 | -77.435713 | Diner |
| 169 | Central Office District | 37.536323 | -77.437531 | James Center YMCA | 37.535588 | -77.436012 | Gym |
| 170 | Central Office District | 37.536323 | -77.437531 | Fountain Bookstore | 37.535072 | -77.433337 | Bookstore |
| 171 | Central Office District | 37.536323 | -77.437531 | Residence Inn Richmond Downtown | 37.534896 | -77.432505 | Hotel |
| 172 | Central Office District | 37.536323 | -77.437531 | Kabana Rooftop | 37.539150 | -77.437617 | Lounge |
| 173 | Central Office District | 37.536323 | -77.437531 | Berkeley Hotel | 37.535816 | -77.434613 | Hotel |
| 174 | Central Office District | 37.536323 | -77.437531 | Padow's Hams & Deli | 37.537303 | -77.435145 | Deli / Bodega |
| 175 | Central Office District | 37.536323 | -77.437531 | Wendy’s | 37.536806 | -77.437778 | Fast Food Restaurant |
| 176 | Central Office District | 37.536323 | -77.437531 | Trevi's Grille | 37.535850 | -77.435249 | Italian Restaurant |
| 177 | Central Office District | 37.536323 | -77.437531 | Mom's Siam 2 | 37.535056 | -77.433461 | Thai Restaurant |
| 178 | Central Office District | 37.536323 | -77.437531 | Friday Cheers | 37.533975 | -77.441399 | Music Venue |
| 179 | Central Office District | 37.536323 | -77.437531 | Jimmy John's | 37.534978 | -77.433131 | Sandwich Place |
| 180 | Central Office District | 37.536323 | -77.437531 | Mijas Mexican Kitchen & Cantina | 37.535506 | -77.433858 | Mexican Restaurant |
| 181 | Central Office District | 37.536323 | -77.437531 | Cafe Olé | 37.539960 | -77.438814 | Burrito Place |
| 182 | Central Office District | 37.536323 | -77.437531 | Starbucks | 37.536044 | -77.435111 | Coffee Shop |
| 183 | Central Office District | 37.536323 | -77.437531 | Homewood Suites by Hilton | 37.539551 | -77.437689 | Hotel |
| 184 | Central Office District | 37.536323 | -77.437531 | FedEx Office Print & Ship Center | 37.536672 | -77.434283 | Shipping Store |
| 185 | Central Office District | 37.536323 | -77.437531 | Potbelly Sandwich Shop | 37.537214 | -77.438114 | Sandwich Place |
| 186 | Central Office District | 37.536323 | -77.437531 | Vanquish Ultra Lounge | 37.537446 | -77.435226 | Lounge |
| 187 | Central Office District | 37.536323 | -77.437531 | Spice of India | 37.540356 | -77.437227 | Indian Restaurant |
| 188 | Central Office District | 37.536323 | -77.437531 | Subway | 37.539622 | -77.436661 | Sandwich Place |
| 189 | Central Office District | 37.536323 | -77.437531 | Subway | 37.536342 | -77.433557 | Sandwich Place |
| 190 | Central Office District | 37.536323 | -77.437531 | Meriwether’s Cafe | 37.537644 | -77.436011 | Coffee Shop |
| 191 | Central Office District | 37.536323 | -77.437531 | Street Deli RVA | 37.535347 | -77.437788 | Deli / Bodega |
| 192 | Central Office District | 37.536323 | -77.437531 | Grand Illumination | 37.536770 | -77.436326 | Public Art |
| 193 | Central Office District | 37.536323 | -77.437531 | Quiznos | 37.538854 | -77.437623 | Sandwich Place |
| 194 | Central Office District | 37.536323 | -77.437531 | Encore Ultra Lounge | 37.535904 | -77.433882 | Lounge |
| 195 | Central Office District | 37.536323 | -77.437531 | Well Food | 37.536568 | -77.433472 | Indian Restaurant |
| 196 | Central Office District | 37.536323 | -77.437531 | Heron Rookery | 37.532608 | -77.435087 | Trail |
| 197 | Downtown Richmond | 37.545556 | -77.438889 | Mama Js | 37.546469 | -77.439696 | Southern / Soul Food Restaurant |
| 198 | Downtown Richmond | 37.545556 | -77.438889 | Salt & Forge | 37.545206 | -77.440183 | Sandwich Place |
| 199 | Downtown Richmond | 37.545556 | -77.438889 | Lucy's | 37.545746 | -77.439050 | Café |
| 200 | Downtown Richmond | 37.545556 | -77.438889 | Tarrant's Cafe | 37.545513 | -77.442085 | New American Restaurant |
| 201 | Downtown Richmond | 37.545556 | -77.438889 | Perly's | 37.543848 | -77.441436 | Deli / Bodega |
| 202 | Downtown Richmond | 37.545556 | -77.438889 | 707 Fine Clothing | 37.543931 | -77.438743 | Men's Store |
| 203 | Downtown Richmond | 37.545556 | -77.438889 | Rappahannock Restaurant | 37.542810 | -77.439207 | Seafood Restaurant |
| 204 | Downtown Richmond | 37.545556 | -77.438889 | Saison | 37.546948 | -77.442056 | Cocktail Bar |
| 205 | Downtown Richmond | 37.545556 | -77.438889 | Jkogi | 37.545321 | -77.439341 | Korean Restaurant |
| 206 | Downtown Richmond | 37.545556 | -77.438889 | Saison Market | 37.546844 | -77.442219 | Food & Drink Shop |
| 207 | Downtown Richmond | 37.545556 | -77.438889 | Max's on Broad | 37.546353 | -77.442484 | French Restaurant |
| 208 | Downtown Richmond | 37.545556 | -77.438889 | Chez Foushee | 37.544883 | -77.442528 | French Restaurant |
| 209 | Downtown Richmond | 37.545556 | -77.438889 | Pop's Market on Grace | 37.542080 | -77.438512 | Café |
| 210 | Downtown Richmond | 37.545556 | -77.438889 | Gallery 5 | 37.547553 | -77.442815 | Art Gallery |
| 211 | Downtown Richmond | 37.545556 | -77.438889 | Secret Sandwich Society | 37.541787 | -77.438228 | Sandwich Place |
| 212 | Downtown Richmond | 37.545556 | -77.438889 | Wong Gonzalez | 37.542402 | -77.438540 | Asian Restaurant |
| 213 | Downtown Richmond | 37.545556 | -77.438889 | Quirk Hotel | 37.546500 | -77.444085 | Hotel |
| 214 | Downtown Richmond | 37.545556 | -77.438889 | Virginia Repertory Theatre | 37.546514 | -77.443350 | Performing Arts Venue |
| 215 | Downtown Richmond | 37.545556 | -77.438889 | Carpenter Theatre | 37.541600 | -77.436877 | General Entertainment |
| 216 | Downtown Richmond | 37.545556 | -77.438889 | Dominion Energy Center | 37.541549 | -77.436962 | Performing Arts Venue |
| 217 | Downtown Richmond | 37.545556 | -77.438889 | YMCA | 37.549068 | -77.438935 | Gym |
| 218 | Downtown Richmond | 37.545556 | -77.438889 | Champion Brewing Company | 37.542371 | -77.439220 | Brewery |
| 219 | Downtown Richmond | 37.545556 | -77.438889 | Stoplight Gelato Cafe | 37.547618 | -77.442327 | Café |
| 220 | Downtown Richmond | 37.545556 | -77.438889 | Comfort | 37.546822 | -77.443643 | Southern / Soul Food Restaurant |
| 221 | Downtown Richmond | 37.545556 | -77.438889 | Penny Lane Pub | 37.541189 | -77.439242 | Pub |
| 222 | Downtown Richmond | 37.545556 | -77.438889 | The John Marshall Hotel | 37.541554 | -77.438630 | Hotel |
| 223 | Downtown Richmond | 37.545556 | -77.438889 | First Fridays Art Walk | 37.547045 | -77.443846 | Art Gallery |
| 224 | Downtown Richmond | 37.545556 | -77.438889 | Hilton | 37.542385 | -77.437846 | Hotel |
| 225 | Downtown Richmond | 37.545556 | -77.438889 | Ledbury | 37.546815 | -77.444311 | Men's Store |
| 226 | Downtown Richmond | 37.545556 | -77.438889 | Quirk Hotel Rooftop | 37.546460 | -77.444106 | Hotel Bar |
| 227 | Downtown Richmond | 37.545556 | -77.438889 | Vagabond | 37.542040 | -77.435606 | American Restaurant |
| 228 | Downtown Richmond | 37.545556 | -77.438889 | Ol' Grant's Bungalo | 37.549731 | -77.440012 | Speakeasy |
| 229 | Downtown Richmond | 37.545556 | -77.438889 | The Space Station | 37.549711 | -77.440601 | Smoke Shop |
| 230 | Downtown Richmond | 37.545556 | -77.438889 | Geektanamo Bay | 37.549840 | -77.440513 | Travel & Transport |
| 231 | Main Street Banking Historic District | 37.538056 | -77.436389 | Boka Tako Truck | 37.536233 | -77.435553 | Food Truck |
| 232 | Main Street Banking Historic District | 37.538056 | -77.436389 | Sefton Coffee Company | 37.539498 | -77.436685 | Coffee Shop |
| 233 | Main Street Banking Historic District | 37.538056 | -77.436389 | Omni Richmond Hotel | 37.535656 | -77.435313 | Hotel |
| 234 | Main Street Banking Historic District | 37.538056 | -77.436389 | Belle | 37.539156 | -77.437619 | New American Restaurant |
| 235 | Main Street Banking Historic District | 37.538056 | -77.436389 | Chopt | 37.536556 | -77.437248 | Salad Place |
| 236 | Main Street Banking Historic District | 37.538056 | -77.436389 | Dominion Energy Center | 37.541549 | -77.436962 | Performing Arts Venue |
| 237 | Main Street Banking Historic District | 37.538056 | -77.436389 | La Grotta Ristorante | 37.535467 | -77.433904 | Italian Restaurant |
| 238 | Main Street Banking Historic District | 37.538056 | -77.436389 | Carpenter Theatre | 37.541600 | -77.436877 | General Entertainment |
| 239 | Main Street Banking Historic District | 37.538056 | -77.436389 | Greenleaf's Pool Room | 37.540982 | -77.437993 | Sports Bar |
| 240 | Main Street Banking Historic District | 37.538056 | -77.436389 | Bistro Bobette | 37.535621 | -77.434353 | French Restaurant |
| 241 | Main Street Banking Historic District | 37.538056 | -77.436389 | The National | 37.541893 | -77.435332 | Music Venue |
| 242 | Main Street Banking Historic District | 37.538056 | -77.436389 | Secret Sandwich Society | 37.541787 | -77.438228 | Sandwich Place |
| 243 | Main Street Banking Historic District | 37.538056 | -77.436389 | Jo-Jo's Pizza | 37.536701 | -77.433954 | Pizza Place |
| 244 | Main Street Banking Historic District | 37.538056 | -77.436389 | Capitol Square | 37.539293 | -77.434656 | Park |
| 245 | Main Street Banking Historic District | 37.538056 | -77.436389 | Canal Walk | 37.533790 | -77.436404 | Trail |
| 246 | Main Street Banking Historic District | 37.538056 | -77.436389 | City Dogs | 37.535001 | -77.433194 | Hot Dog Joint |
| 247 | Main Street Banking Historic District | 37.538056 | -77.436389 | Pop's Market on Grace | 37.542080 | -77.438512 | Café |
| 248 | Main Street Banking Historic District | 37.538056 | -77.436389 | Christopher's Runaway Gourmay | 37.537053 | -77.436410 | Food Truck |
| 249 | Main Street Banking Historic District | 37.538056 | -77.436389 | Penny Lane Pub | 37.541189 | -77.439242 | Pub |
| 250 | Main Street Banking Historic District | 37.538056 | -77.436389 | Capital Ale House | 37.539386 | -77.438565 | American Restaurant |
| 251 | Main Street Banking Historic District | 37.538056 | -77.436389 | Courtyard by Marriott Richmond Downtown | 37.534960 | -77.433028 | Hotel |
| 252 | Main Street Banking Historic District | 37.538056 | -77.436389 | Chick-Fil-A | 37.534750 | -77.438970 | Fast Food Restaurant |
| 253 | Main Street Banking Historic District | 37.538056 | -77.436389 | Cafe Rustika | 37.540740 | -77.440150 | German Restaurant |
| 254 | Main Street Banking Historic District | 37.538056 | -77.436389 | The Library of Virginia | 37.541175 | -77.434046 | Library |
| 255 | Main Street Banking Historic District | 37.538056 | -77.436389 | The John Marshall Hotel | 37.541554 | -77.438630 | Hotel |
| 256 | Main Street Banking Historic District | 37.538056 | -77.436389 | Delta Hotels by Marriott Richmond Downtown | 37.537995 | -77.440864 | Hotel |
| 257 | Main Street Banking Historic District | 37.538056 | -77.436389 | The Urban Farmhouse Market & Café | 37.535343 | -77.433816 | Coffee Shop |
| 258 | Main Street Banking Historic District | 37.538056 | -77.436389 | Richmond Ballet | 37.538659 | -77.441727 | Dance Studio |
| 259 | Main Street Banking Historic District | 37.538056 | -77.436389 | Vagabond | 37.542040 | -77.435606 | American Restaurant |
| 260 | Main Street Banking Historic District | 37.538056 | -77.436389 | The Tobacco Company Restaurant | 37.535802 | -77.434672 | American Restaurant |
| 261 | Main Street Banking Historic District | 37.538056 | -77.436389 | Capitol Waffle Shop | 37.536724 | -77.434186 | Breakfast Spot |
| 262 | Main Street Banking Historic District | 37.538056 | -77.436389 | Shockoe Slip Yoga | 37.535156 | -77.433548 | Yoga Studio |
| 263 | Main Street Banking Historic District | 37.538056 | -77.436389 | Shockoe Espresso & Roastery | 37.535101 | -77.434411 | Coffee Shop |
| 264 | Main Street Banking Historic District | 37.538056 | -77.436389 | Siné Irish Pub & Restaurant | 37.534645 | -77.432806 | Pub |
| 265 | Main Street Banking Historic District | 37.538056 | -77.436389 | Casa Del Barco | 37.533809 | -77.437185 | Mexican Restaurant |
| 266 | Main Street Banking Historic District | 37.538056 | -77.436389 | Sam Miller's | 37.535610 | -77.434213 | Wine Bar |
| 267 | Main Street Banking Historic District | 37.538056 | -77.436389 | Hilton | 37.542385 | -77.437846 | Hotel |
| 268 | Main Street Banking Historic District | 37.538056 | -77.436389 | 7-Eleven | 37.537424 | -77.435461 | Convenience Store |
| 269 | Main Street Banking Historic District | 37.538056 | -77.436389 | Kabana Rooftop | 37.539150 | -77.437617 | Lounge |
| 270 | Main Street Banking Historic District | 37.538056 | -77.436389 | Suntrust Bank Cafeteria | 37.537614 | -77.435713 | Diner |
| 271 | Main Street Banking Historic District | 37.538056 | -77.436389 | K-Town Kitchen & Bar | 37.541122 | -77.440536 | Korean Restaurant |
| 272 | Main Street Banking Historic District | 37.538056 | -77.436389 | Fountain Bookstore | 37.535072 | -77.433337 | Bookstore |
| 273 | Main Street Banking Historic District | 37.538056 | -77.436389 | Padow's Hams & Deli | 37.537303 | -77.435145 | Deli / Bodega |
| 274 | Main Street Banking Historic District | 37.538056 | -77.436389 | James Center YMCA | 37.535588 | -77.436012 | Gym |
| 275 | Main Street Banking Historic District | 37.538056 | -77.436389 | Cafe Olé | 37.539960 | -77.438814 | Burrito Place |
| 276 | Main Street Banking Historic District | 37.538056 | -77.436389 | Residence Inn Richmond Downtown | 37.534896 | -77.432505 | Hotel |
| 277 | Main Street Banking Historic District | 37.538056 | -77.436389 | Homewood Suites by Hilton | 37.539551 | -77.437689 | Hotel |
| 278 | Main Street Banking Historic District | 37.538056 | -77.436389 | Berkeley Hotel | 37.535816 | -77.434613 | Hotel |
| 279 | Main Street Banking Historic District | 37.538056 | -77.436389 | Wendy’s | 37.536806 | -77.437778 | Fast Food Restaurant |
| 280 | Main Street Banking Historic District | 37.538056 | -77.436389 | Mom's Siam 2 | 37.535056 | -77.433461 | Thai Restaurant |
| 281 | Main Street Banking Historic District | 37.538056 | -77.436389 | Maya Mexican Grill & Tequila Lounge | 37.541561 | -77.437427 | Gastropub |
| 282 | Main Street Banking Historic District | 37.538056 | -77.436389 | Trevi's Grille | 37.535850 | -77.435249 | Italian Restaurant |
| 283 | Main Street Banking Historic District | 37.538056 | -77.436389 | Tenka Ramen | 37.541675 | -77.438938 | Ramen Restaurant |
| 284 | Main Street Banking Historic District | 37.538056 | -77.436389 | Mijas Mexican Kitchen & Cantina | 37.535506 | -77.433858 | Mexican Restaurant |
| 285 | Main Street Banking Historic District | 37.538056 | -77.436389 | Jimmy John's | 37.534978 | -77.433131 | Sandwich Place |
| 286 | Main Street Banking Historic District | 37.538056 | -77.436389 | Richmond City Hall Observation Deck | 37.541186 | -77.433070 | Scenic Lookout |
| 287 | Main Street Banking Historic District | 37.538056 | -77.436389 | FedEx Office Print & Ship Center | 37.536672 | -77.434283 | Shipping Store |
| 288 | Main Street Banking Historic District | 37.538056 | -77.436389 | Starbucks | 37.536044 | -77.435111 | Coffee Shop |
| 289 | Main Street Banking Historic District | 37.538056 | -77.436389 | Spice of India | 37.540356 | -77.437227 | Indian Restaurant |
| 290 | Main Street Banking Historic District | 37.538056 | -77.436389 | Potbelly Sandwich Shop | 37.537214 | -77.438114 | Sandwich Place |
| 291 | Main Street Banking Historic District | 37.538056 | -77.436389 | Subway | 37.539622 | -77.436661 | Sandwich Place |
| 292 | Main Street Banking Historic District | 37.538056 | -77.436389 | Vanquish Ultra Lounge | 37.537446 | -77.435226 | Lounge |
| 293 | Main Street Banking Historic District | 37.538056 | -77.436389 | Subway | 37.536342 | -77.433557 | Sandwich Place |
| 294 | Main Street Banking Historic District | 37.538056 | -77.436389 | Quiznos | 37.538854 | -77.437623 | Sandwich Place |
| 295 | Main Street Banking Historic District | 37.538056 | -77.436389 | Kanawha Plaza | 37.536685 | -77.439245 | Plaza |
| 296 | Main Street Banking Historic District | 37.538056 | -77.436389 | Well Food | 37.536568 | -77.433472 | Indian Restaurant |
| 297 | Main Street Banking Historic District | 37.538056 | -77.436389 | Encore Ultra Lounge | 37.535904 | -77.433882 | Lounge |
| 298 | Main Street Banking Historic District | 37.538056 | -77.436389 | Street Deli RVA | 37.535347 | -77.437788 | Deli / Bodega |
| 299 | Main Street Banking Historic District | 37.538056 | -77.436389 | Haxall Point | 37.533792 | -77.437458 | Scenic Lookout |
In [31]:
summary = richmond_venues.groupby('Borough').count().reset_index()
summary['Count'] = summary['Venue']
summary = summary.drop(['Borough Latitude', 'Borough Longitude', 'Venue', 'Venue Latitude', 'Venue Longitude','Venue Category'], axis=1)
summary = summary.sort_values('Count').reset_index(drop=True)
summary.head(100)
Out[31]:
| Borough | Count | |
|---|---|---|
| 0 | Woodland Heights | 1 |
| 1 | Winterpock | 1 |
| 2 | Hermitage Road Historic District | 1 |
| 3 | Matoaca | 1 |
| 4 | Meadowbrook | 1 |
| 5 | Bon Air | 1 |
| 6 | Mosby Court | 1 |
| 7 | Salisbury, Chesterfield County | 1 |
| 8 | Oakwood–Chimborazo Historic District | 2 |
| 9 | Huguenot Farms | 2 |
| 10 | Lockgreen | 2 |
| 11 | Manchester, Chesterfield County | 2 |
| 12 | Midlothian | 2 |
| 13 | Laburnum Park Historic District | 2 |
| 14 | Chamberlayne Industrial Center | 2 |
| 15 | Centralia | 2 |
| 16 | Jahnke | 2 |
| 17 | Sherwood Park | 2 |
| 18 | Barton Heights | 2 |
| 19 | West End | 2 |
| 20 | Brandermill | 2 |
| 21 | Westhampton | 2 |
| 22 | Windsor Farms | 3 |
| 23 | Dumbarton | 3 |
| 24 | Green Park | 3 |
| 25 | Chamberlayne | 3 |
| 26 | Bellwood | 3 |
| 27 | Malvern Gardens | 3 |
| 28 | Old Town Manchester | 3 |
| 29 | Texas Beach | 4 |
| 30 | Skinquarter | 4 |
| 31 | Highland Springs | 4 |
| 32 | Granite | 4 |
| 33 | Glen Allen | 4 |
| 34 | Lakeside | 4 |
| 35 | Sandston | 4 |
| 36 | Ettrick | 4 |
| 37 | Forest Hill | 4 |
| 38 | Fairmount | 5 |
| 39 | Springhill Historic District | 5 |
| 40 | Highland Park | 5 |
| 41 | Creighton Court | 5 |
| 42 | Brookland Park Historic District | 5 |
| 43 | Woodlake | 5 |
| 44 | Bensley | 5 |
| 45 | Montrose | 6 |
| 46 | Wyndham | 6 |
| 47 | Ginter Park | 6 |
| 48 | Battery Court Historic District | 6 |
| 49 | Colonial Heights | 6 |
| 50 | East End | 6 |
| 51 | South Richmond | 7 |
| 52 | Short Pump | 8 |
| 53 | East Highland Park | 8 |
| 54 | Sauer's Gardens | 10 |
| 55 | Carillon | 10 |
| 56 | Shed Town | 10 |
| 57 | Rocketts Landing | 10 |
| 58 | Manchester | 10 |
| 59 | Maymont | 11 |
| 60 | Upper Shockoe Valley | 11 |
| 61 | Laurel | 11 |
| 62 | Byrd Park | 11 |
| 63 | Pine Camp | 13 |
| 64 | Union Hill | 14 |
| 65 | Oregon Hill | 15 |
| 66 | Tuckahoe | 16 |
| 67 | Museum District | 16 |
| 68 | Gambles Hill | 18 |
| 69 | Libby Hill | 19 |
| 70 | Biotech and MCV District | 21 |
| 71 | Court End | 22 |
| 72 | Randolph | 23 |
| 73 | Church Hill | 24 |
| 74 | Stadium neighborhood | 26 |
| 75 | Fan district | 32 |
| 76 | Jackson Ward | 32 |
| 77 | Arthur Ashe Boulevard | 33 |
| 78 | Downtown Richmond | 34 |
| 79 | West Broad Street Commercial Historic District | 35 |
| 80 | Block 0-100 East Franklin Street Historic Dist... | 36 |
| 81 | Shockoe Slip | 37 |
| 82 | Monroe Ward | 38 |
| 83 | Carver Industrial Historic District | 39 |
| 84 | Arts District | 40 |
| 85 | Tobacco Row | 45 |
| 86 | Scott's Addition Historic District | 46 |
| 87 | Carver | 49 |
| 88 | Gilpin | 49 |
| 89 | Shockoe Valley | 50 |
| 90 | Shockoe Bottom | 50 |
| 91 | Innsbrook | 51 |
| 92 | Central Office District | 57 |
| 93 | Main Street Banking Historic District | 69 |
| 94 | 2900 Block Grove Avenue Historic District | 75 |
| 95 | Carytown | 84 |
In [32]:
import matplotlib.pyplot as plt; plt.rcdefaults()
import numpy as np
import matplotlib.pyplot as plt
objects = summary.Borough
y_pos = np.arange(len(objects))
performance = summary.Count
plt.figure(figsize=(18, 4))
plt.bar(y_pos, performance, align='center', color = 'blue', width = 0.85, alpha=0.9)
plt.xticks(y_pos, objects)
plt.ylabel('Number of Venues in Neighborhood')
plt.title('Total Number of Venue in Each Neighborhood of Richmond')
plt.xticks(rotation=90)
#plt.minorticks_on()
plt.tick_params(axis='y', which='minor', bottom=True)
plt.grid(which='major',axis ='y', linestyle=':', linewidth='0.5', color='black')
plt.grid(which='minor', axis ='y', linestyle=':', linewidth='0.1', color='black')
#plt.tick_params(which='both', top='off', left='on', right='off', bottom='off')
plt.show()
/opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py:214: RuntimeWarning: Glyph 150 missing from current font. font.set_text(s, 0.0, flags=flags) /opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py:183: RuntimeWarning: Glyph 150 missing from current font. font.set_text(s, 0, flags=flags)
In [33]:
print('There are {} uniques categories.'.format(len(richmond_venues['Venue Category'].unique())))
There are 215 uniques categories.
In [34]:
# one hot encoding
richmond_onehot = pd.get_dummies(richmond_venues[['Venue Category']], prefix="", prefix_sep="")
# add neighborhood column back to dataframe
richmond_onehot['Borough'] = richmond_venues['Borough']
# move neighborhood column to the first column
list_column = richmond_onehot.columns.tolist()
number_column = int(list_column.index('Borough'))
list_column = [list_column[number_column]] + list_column[:number_column] + list_column[number_column+1:]
richmond_onehot = richmond_onehot[list_column]
richmond_onehot.head()
Out[34]:
| Borough | ATM | Adult Boutique | Advertising Agency | American Restaurant | Amphitheater | Antique Shop | Art Gallery | Art Museum | Arts & Crafts Store | Arts & Entertainment | Asian Restaurant | Athletics & Sports | Automotive Shop | BBQ Joint | Bagel Shop | Bakery | Bar | Baseball Field | Beach | Bed & Breakfast | Beer Garden | Bike Rental / Bike Share | Bike Shop | Bistro | Bookstore | Boutique | Breakfast Spot | Brewery | Bridal Shop | Bubble Tea Shop | Building | Burger Joint | Burrito Place | Bus Station | Business Service | Butcher | Café | Cajun / Creole Restaurant | Candy Store | Caribbean Restaurant | Casino | Chinese Restaurant | Clothing Store | Cocktail Bar | Coffee Shop | College Cafeteria | College Gym | Comfort Food Restaurant | Concert Hall | Construction & Landscaping | Convenience Store | Cosmetics Shop | Coworking Space | Cuban Restaurant | Cupcake Shop | Dance Studio | Deli / Bodega | Department Store | Dessert Shop | Diner | Discount Store | Dive Bar | Dog Run | Donut Shop | Eastern European Restaurant | Electronics Store | Ethiopian Restaurant | Event Space | Falafel Restaurant | Farm | Farmers Market | Fast Food Restaurant | Flea Market | Flower Shop | Food | Food & Drink Shop | Food Truck | Forest | French Restaurant | Fried Chicken Joint | Frozen Yogurt Shop | Furniture / Home Store | Garden | Garden Center | Gas Station | Gastropub | Gay Bar | General Entertainment | German Restaurant | Gift Shop | Golf Course | Gourmet Shop | Greek Restaurant | Grocery Store | Gym | Gym / Fitness Center | Gym Pool | Harbor / Marina | Hardware Store | Herbs & Spices Store | High School | Historic Site | History Museum | Hobby Shop | Home Service | Hot Dog Joint | Hotel | Hotel Bar | IT Services | Ice Cream Shop | Indian Restaurant | Intersection | Italian Restaurant | Jewelry Store | Juice Bar | Karaoke Bar | Korean Restaurant | Lake | Latin American Restaurant | Lawyer | Library | Liquor Store | Lounge | Market | Massage Studio | Medical Supply Store | Mediterranean Restaurant | Men's Store | Metro Station | Mexican Restaurant | Middle Eastern Restaurant | Miscellaneous Shop | Mobile Phone Shop | Modern European Restaurant | Monument / Landmark | Motel | Movie Theater | Museum | Music Store | Music Venue | Nail Salon | Neighborhood | New American Restaurant | Nightclub | Noodle House | Other Great Outdoors | Outdoors & Recreation | Paper / Office Supplies Store | Park | Performing Arts Venue | Pet Store | Pharmacy | Photography Studio | Pizza Place | Platform | Playground | Plaza | Pool | Print Shop | Pub | Public Art | Racetrack | Ramen Restaurant | Record Shop | Residential Building (Apartment / Condo) | Resort | Restaurant | River | Rock Club | Salad Place | Salon / Barbershop | Sandwich Place | Scenic Lookout | Seafood Restaurant | Shipping Store | Shoe Store | Shop & Service | Shopping Mall | Skate Park | Smoke Shop | Smoothie Shop | Soccer Field | Soccer Stadium | Social Club | Soup Place | Southern / Soul Food Restaurant | Spa | Speakeasy | Sports Bar | Steakhouse | Storage Facility | Supermarket | Sushi Restaurant | Taco Place | Tennis Court | Tex-Mex Restaurant | Thai Restaurant | Theater | Thrift / Vintage Store | Toll Plaza | Tourist Information Center | Trail | Train Station | Travel & Transport | Tunnel | Vegetarian / Vegan Restaurant | Video Game Store | Video Store | Vietnamese Restaurant | Volleyball Court | Water Park | Waterfall | Wine Bar | Women's Store | Yoga Studio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Westhampton | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 1 | Westhampton | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | Glen Allen | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | Glen Allen | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | Glen Allen | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
In [35]:
print(richmond_venues)
Borough Borough Latitude \
0 Westhampton 38.904167
1 Westhampton 38.904167
2 Glen Allen 37.660000
3 Glen Allen 37.660000
4 Glen Allen 37.660000
5 Glen Allen 37.660000
6 Wyndham 37.697500
7 Wyndham 37.697500
8 Wyndham 37.697500
9 Wyndham 37.697500
10 Wyndham 37.697500
11 Wyndham 37.697500
12 Innsbrook 37.647500
13 Innsbrook 37.647500
14 Innsbrook 37.647500
15 Innsbrook 37.647500
16 Innsbrook 37.647500
17 Innsbrook 37.647500
18 Innsbrook 37.647500
19 Innsbrook 37.647500
20 Innsbrook 37.647500
21 Innsbrook 37.647500
22 Innsbrook 37.647500
23 Innsbrook 37.647500
24 Innsbrook 37.647500
25 Innsbrook 37.647500
26 Innsbrook 37.647500
27 Innsbrook 37.647500
28 Innsbrook 37.647500
29 Innsbrook 37.647500
30 Innsbrook 37.647500
31 Innsbrook 37.647500
32 Innsbrook 37.647500
33 Innsbrook 37.647500
34 Innsbrook 37.647500
35 Innsbrook 37.647500
36 Innsbrook 37.647500
37 Innsbrook 37.647500
38 Innsbrook 37.647500
39 Innsbrook 37.647500
40 Innsbrook 37.647500
41 Innsbrook 37.647500
42 Innsbrook 37.647500
43 Innsbrook 37.647500
44 Innsbrook 37.647500
45 Innsbrook 37.647500
46 Innsbrook 37.647500
47 Innsbrook 37.647500
48 Innsbrook 37.647500
49 Innsbrook 37.647500
50 Innsbrook 37.647500
51 Innsbrook 37.647500
52 Innsbrook 37.647500
53 Innsbrook 37.647500
54 Innsbrook 37.647500
55 Innsbrook 37.647500
56 Innsbrook 37.647500
57 Innsbrook 37.647500
58 Innsbrook 37.647500
59 Innsbrook 37.647500
60 Innsbrook 37.647500
61 Innsbrook 37.647500
62 Innsbrook 37.647500
63 Short Pump 37.661944
64 Short Pump 37.661944
65 Short Pump 37.661944
66 Short Pump 37.661944
67 Short Pump 37.661944
68 Short Pump 37.661944
69 Short Pump 37.661944
70 Short Pump 37.661944
71 Highland Springs 37.545556
72 Highland Springs 37.545556
73 Highland Springs 37.545556
74 Highland Springs 37.545556
75 Laurel 37.633889
76 Laurel 37.633889
77 Laurel 37.633889
78 Laurel 37.633889
79 Laurel 37.633889
80 Laurel 37.633889
81 Laurel 37.633889
82 Laurel 37.633889
83 Laurel 37.633889
84 Laurel 37.633889
85 Laurel 37.633889
86 Brandermill 37.440778
87 Brandermill 37.440778
88 Woodlake 37.412778
89 Woodlake 37.412778
90 Woodlake 37.412778
91 Woodlake 37.412778
92 Woodlake 37.412778
93 Midlothian 37.521500
94 Midlothian 37.521500
95 Salisbury, Chesterfield County 37.531258
96 Skinquarter 37.399000
97 Skinquarter 37.399000
98 Skinquarter 37.399000
99 Skinquarter 37.399000
100 Sandston 37.523611
101 Sandston 37.523611
102 Sandston 37.523611
103 Sandston 37.523611
104 Block 0-100 East Franklin Street Historic Dist... 37.543056
105 Block 0-100 East Franklin Street Historic Dist... 37.543056
106 Block 0-100 East Franklin Street Historic Dist... 37.543056
107 Block 0-100 East Franklin Street Historic Dist... 37.543056
108 Block 0-100 East Franklin Street Historic Dist... 37.543056
109 Block 0-100 East Franklin Street Historic Dist... 37.543056
110 Block 0-100 East Franklin Street Historic Dist... 37.543056
111 Block 0-100 East Franklin Street Historic Dist... 37.543056
112 Block 0-100 East Franklin Street Historic Dist... 37.543056
113 Block 0-100 East Franklin Street Historic Dist... 37.543056
114 Block 0-100 East Franklin Street Historic Dist... 37.543056
115 Block 0-100 East Franklin Street Historic Dist... 37.543056
116 Block 0-100 East Franklin Street Historic Dist... 37.543056
117 Block 0-100 East Franklin Street Historic Dist... 37.543056
118 Block 0-100 East Franklin Street Historic Dist... 37.543056
119 Block 0-100 East Franklin Street Historic Dist... 37.543056
120 Block 0-100 East Franklin Street Historic Dist... 37.543056
121 Block 0-100 East Franklin Street Historic Dist... 37.543056
122 Block 0-100 East Franklin Street Historic Dist... 37.543056
123 Block 0-100 East Franklin Street Historic Dist... 37.543056
124 Block 0-100 East Franklin Street Historic Dist... 37.543056
125 Block 0-100 East Franklin Street Historic Dist... 37.543056
126 Block 0-100 East Franklin Street Historic Dist... 37.543056
127 Block 0-100 East Franklin Street Historic Dist... 37.543056
128 Block 0-100 East Franklin Street Historic Dist... 37.543056
129 Block 0-100 East Franklin Street Historic Dist... 37.543056
130 Block 0-100 East Franklin Street Historic Dist... 37.543056
131 Block 0-100 East Franklin Street Historic Dist... 37.543056
132 Block 0-100 East Franklin Street Historic Dist... 37.543056
133 Block 0-100 East Franklin Street Historic Dist... 37.543056
134 Block 0-100 East Franklin Street Historic Dist... 37.543056
135 Block 0-100 East Franklin Street Historic Dist... 37.543056
136 Block 0-100 East Franklin Street Historic Dist... 37.543056
137 Block 0-100 East Franklin Street Historic Dist... 37.543056
138 Block 0-100 East Franklin Street Historic Dist... 37.543056
139 Block 0-100 East Franklin Street Historic Dist... 37.543056
140 Central Office District 37.536323
141 Central Office District 37.536323
142 Central Office District 37.536323
143 Central Office District 37.536323
144 Central Office District 37.536323
145 Central Office District 37.536323
146 Central Office District 37.536323
147 Central Office District 37.536323
148 Central Office District 37.536323
149 Central Office District 37.536323
150 Central Office District 37.536323
151 Central Office District 37.536323
152 Central Office District 37.536323
153 Central Office District 37.536323
154 Central Office District 37.536323
155 Central Office District 37.536323
156 Central Office District 37.536323
157 Central Office District 37.536323
158 Central Office District 37.536323
159 Central Office District 37.536323
160 Central Office District 37.536323
161 Central Office District 37.536323
162 Central Office District 37.536323
163 Central Office District 37.536323
164 Central Office District 37.536323
165 Central Office District 37.536323
166 Central Office District 37.536323
167 Central Office District 37.536323
168 Central Office District 37.536323
169 Central Office District 37.536323
170 Central Office District 37.536323
171 Central Office District 37.536323
172 Central Office District 37.536323
173 Central Office District 37.536323
174 Central Office District 37.536323
175 Central Office District 37.536323
176 Central Office District 37.536323
177 Central Office District 37.536323
178 Central Office District 37.536323
179 Central Office District 37.536323
180 Central Office District 37.536323
181 Central Office District 37.536323
182 Central Office District 37.536323
183 Central Office District 37.536323
184 Central Office District 37.536323
185 Central Office District 37.536323
186 Central Office District 37.536323
187 Central Office District 37.536323
188 Central Office District 37.536323
189 Central Office District 37.536323
190 Central Office District 37.536323
191 Central Office District 37.536323
192 Central Office District 37.536323
193 Central Office District 37.536323
194 Central Office District 37.536323
195 Central Office District 37.536323
196 Central Office District 37.536323
197 Downtown Richmond 37.545556
198 Downtown Richmond 37.545556
199 Downtown Richmond 37.545556
200 Downtown Richmond 37.545556
201 Downtown Richmond 37.545556
202 Downtown Richmond 37.545556
203 Downtown Richmond 37.545556
204 Downtown Richmond 37.545556
205 Downtown Richmond 37.545556
206 Downtown Richmond 37.545556
207 Downtown Richmond 37.545556
208 Downtown Richmond 37.545556
209 Downtown Richmond 37.545556
210 Downtown Richmond 37.545556
211 Downtown Richmond 37.545556
212 Downtown Richmond 37.545556
213 Downtown Richmond 37.545556
214 Downtown Richmond 37.545556
215 Downtown Richmond 37.545556
216 Downtown Richmond 37.545556
217 Downtown Richmond 37.545556
218 Downtown Richmond 37.545556
219 Downtown Richmond 37.545556
220 Downtown Richmond 37.545556
221 Downtown Richmond 37.545556
222 Downtown Richmond 37.545556
223 Downtown Richmond 37.545556
224 Downtown Richmond 37.545556
225 Downtown Richmond 37.545556
226 Downtown Richmond 37.545556
227 Downtown Richmond 37.545556
228 Downtown Richmond 37.545556
229 Downtown Richmond 37.545556
230 Downtown Richmond 37.545556
231 Main Street Banking Historic District 37.538056
232 Main Street Banking Historic District 37.538056
233 Main Street Banking Historic District 37.538056
234 Main Street Banking Historic District 37.538056
235 Main Street Banking Historic District 37.538056
236 Main Street Banking Historic District 37.538056
237 Main Street Banking Historic District 37.538056
238 Main Street Banking Historic District 37.538056
239 Main Street Banking Historic District 37.538056
240 Main Street Banking Historic District 37.538056
241 Main Street Banking Historic District 37.538056
242 Main Street Banking Historic District 37.538056
243 Main Street Banking Historic District 37.538056
244 Main Street Banking Historic District 37.538056
245 Main Street Banking Historic District 37.538056
246 Main Street Banking Historic District 37.538056
247 Main Street Banking Historic District 37.538056
248 Main Street Banking Historic District 37.538056
249 Main Street Banking Historic District 37.538056
250 Main Street Banking Historic District 37.538056
251 Main Street Banking Historic District 37.538056
252 Main Street Banking Historic District 37.538056
253 Main Street Banking Historic District 37.538056
254 Main Street Banking Historic District 37.538056
255 Main Street Banking Historic District 37.538056
256 Main Street Banking Historic District 37.538056
257 Main Street Banking Historic District 37.538056
258 Main Street Banking Historic District 37.538056
259 Main Street Banking Historic District 37.538056
260 Main Street Banking Historic District 37.538056
261 Main Street Banking Historic District 37.538056
262 Main Street Banking Historic District 37.538056
263 Main Street Banking Historic District 37.538056
264 Main Street Banking Historic District 37.538056
265 Main Street Banking Historic District 37.538056
266 Main Street Banking Historic District 37.538056
267 Main Street Banking Historic District 37.538056
268 Main Street Banking Historic District 37.538056
269 Main Street Banking Historic District 37.538056
270 Main Street Banking Historic District 37.538056
271 Main Street Banking Historic District 37.538056
272 Main Street Banking Historic District 37.538056
273 Main Street Banking Historic District 37.538056
274 Main Street Banking Historic District 37.538056
275 Main Street Banking Historic District 37.538056
276 Main Street Banking Historic District 37.538056
277 Main Street Banking Historic District 37.538056
278 Main Street Banking Historic District 37.538056
279 Main Street Banking Historic District 37.538056
280 Main Street Banking Historic District 37.538056
281 Main Street Banking Historic District 37.538056
282 Main Street Banking Historic District 37.538056
283 Main Street Banking Historic District 37.538056
284 Main Street Banking Historic District 37.538056
285 Main Street Banking Historic District 37.538056
286 Main Street Banking Historic District 37.538056
287 Main Street Banking Historic District 37.538056
288 Main Street Banking Historic District 37.538056
289 Main Street Banking Historic District 37.538056
290 Main Street Banking Historic District 37.538056
291 Main Street Banking Historic District 37.538056
292 Main Street Banking Historic District 37.538056
293 Main Street Banking Historic District 37.538056
294 Main Street Banking Historic District 37.538056
295 Main Street Banking Historic District 37.538056
296 Main Street Banking Historic District 37.538056
297 Main Street Banking Historic District 37.538056
298 Main Street Banking Historic District 37.538056
299 Main Street Banking Historic District 37.538056
300 Monroe Ward 37.546389
301 Monroe Ward 37.546389
302 Monroe Ward 37.546389
303 Monroe Ward 37.546389
304 Monroe Ward 37.546389
305 Monroe Ward 37.546389
306 Monroe Ward 37.546389
307 Monroe Ward 37.546389
308 Monroe Ward 37.546389
309 Monroe Ward 37.546389
310 Monroe Ward 37.546389
311 Monroe Ward 37.546389
312 Monroe Ward 37.546389
313 Monroe Ward 37.546389
314 Monroe Ward 37.546389
315 Monroe Ward 37.546389
316 Monroe Ward 37.546389
317 Monroe Ward 37.546389
318 Monroe Ward 37.546389
319 Monroe Ward 37.546389
320 Monroe Ward 37.546389
321 Monroe Ward 37.546389
322 Monroe Ward 37.546389
323 Monroe Ward 37.546389
324 Monroe Ward 37.546389
325 Monroe Ward 37.546389
326 Monroe Ward 37.546389
327 Monroe Ward 37.546389
328 Monroe Ward 37.546389
329 Monroe Ward 37.546389
330 Monroe Ward 37.546389
331 Monroe Ward 37.546389
332 Monroe Ward 37.546389
333 Monroe Ward 37.546389
334 Monroe Ward 37.546389
335 Monroe Ward 37.546389
336 Monroe Ward 37.546389
337 Monroe Ward 37.546389
338 Shockoe Slip 37.534722
339 Shockoe Slip 37.534722
340 Shockoe Slip 37.534722
341 Shockoe Slip 37.534722
342 Shockoe Slip 37.534722
343 Shockoe Slip 37.534722
344 Shockoe Slip 37.534722
345 Shockoe Slip 37.534722
346 Shockoe Slip 37.534722
347 Shockoe Slip 37.534722
348 Shockoe Slip 37.534722
349 Shockoe Slip 37.534722
350 Shockoe Slip 37.534722
351 Shockoe Slip 37.534722
352 Shockoe Slip 37.534722
353 Shockoe Slip 37.534722
354 Shockoe Slip 37.534722
355 Shockoe Slip 37.534722
356 Shockoe Slip 37.534722
357 Shockoe Slip 37.534722
358 Shockoe Slip 37.534722
359 Shockoe Slip 37.534722
360 Shockoe Slip 37.534722
361 Shockoe Slip 37.534722
362 Shockoe Slip 37.534722
363 Shockoe Slip 37.534722
364 Shockoe Slip 37.534722
365 Shockoe Slip 37.534722
366 Shockoe Slip 37.534722
367 Shockoe Slip 37.534722
368 Shockoe Slip 37.534722
369 Shockoe Slip 37.534722
370 Shockoe Slip 37.534722
371 Shockoe Slip 37.534722
372 Shockoe Slip 37.534722
373 Shockoe Slip 37.534722
374 Shockoe Slip 37.534722
375 Upper Shockoe Valley 37.543527
376 Upper Shockoe Valley 37.543527
377 Upper Shockoe Valley 37.543527
378 Upper Shockoe Valley 37.543527
379 Upper Shockoe Valley 37.543527
380 Upper Shockoe Valley 37.543527
381 Upper Shockoe Valley 37.543527
382 Upper Shockoe Valley 37.543527
383 Upper Shockoe Valley 37.543527
384 Upper Shockoe Valley 37.543527
385 Upper Shockoe Valley 37.543527
386 Arts District 37.545910
387 Arts District 37.545910
388 Arts District 37.545910
389 Arts District 37.545910
390 Arts District 37.545910
391 Arts District 37.545910
392 Arts District 37.545910
393 Arts District 37.545910
394 Arts District 37.545910
395 Arts District 37.545910
396 Arts District 37.545910
397 Arts District 37.545910
398 Arts District 37.545910
399 Arts District 37.545910
400 Arts District 37.545910
401 Arts District 37.545910
402 Arts District 37.545910
403 Arts District 37.545910
404 Arts District 37.545910
405 Arts District 37.545910
406 Arts District 37.545910
407 Arts District 37.545910
408 Arts District 37.545910
409 Arts District 37.545910
410 Arts District 37.545910
411 Arts District 37.545910
412 Arts District 37.545910
413 Arts District 37.545910
414 Arts District 37.545910
415 Arts District 37.545910
416 Arts District 37.545910
417 Arts District 37.545910
418 Arts District 37.545910
419 Arts District 37.545910
420 Arts District 37.545910
421 Arts District 37.545910
422 Arts District 37.545910
423 Arts District 37.545910
424 Arts District 37.545910
425 Arts District 37.545910
426 Carver Industrial Historic District 37.554167
427 Carver Industrial Historic District 37.554167
428 Carver Industrial Historic District 37.554167
429 Carver Industrial Historic District 37.554167
430 Carver Industrial Historic District 37.554167
431 Carver Industrial Historic District 37.554167
432 Carver Industrial Historic District 37.554167
433 Carver Industrial Historic District 37.554167
434 Carver Industrial Historic District 37.554167
435 Carver Industrial Historic District 37.554167
436 Carver Industrial Historic District 37.554167
437 Carver Industrial Historic District 37.554167
438 Carver Industrial Historic District 37.554167
439 Carver Industrial Historic District 37.554167
440 Carver Industrial Historic District 37.554167
441 Carver Industrial Historic District 37.554167
442 Carver Industrial Historic District 37.554167
443 Carver Industrial Historic District 37.554167
444 Carver Industrial Historic District 37.554167
445 Carver Industrial Historic District 37.554167
446 Carver Industrial Historic District 37.554167
447 Carver Industrial Historic District 37.554167
448 Carver Industrial Historic District 37.554167
449 Carver Industrial Historic District 37.554167
450 Carver Industrial Historic District 37.554167
451 Carver Industrial Historic District 37.554167
452 Carver Industrial Historic District 37.554167
453 Carver Industrial Historic District 37.554167
454 Carver Industrial Historic District 37.554167
455 Carver Industrial Historic District 37.554167
456 Carver Industrial Historic District 37.554167
457 Carver Industrial Historic District 37.554167
458 Carver Industrial Historic District 37.554167
459 Carver Industrial Historic District 37.554167
460 Carver Industrial Historic District 37.554167
461 Carver Industrial Historic District 37.554167
462 Carver Industrial Historic District 37.554167
463 Carver Industrial Historic District 37.554167
464 Carver Industrial Historic District 37.554167
465 Fan district 37.552500
466 Fan district 37.552500
467 Fan district 37.552500
468 Fan district 37.552500
469 Fan district 37.552500
470 Fan district 37.552500
471 Fan district 37.552500
472 Fan district 37.552500
473 Fan district 37.552500
474 Fan district 37.552500
475 Fan district 37.552500
476 Fan district 37.552500
477 Fan district 37.552500
478 Fan district 37.552500
479 Fan district 37.552500
480 Fan district 37.552500
481 Fan district 37.552500
482 Fan district 37.552500
483 Fan district 37.552500
484 Fan district 37.552500
485 Fan district 37.552500
486 Fan district 37.552500
487 Fan district 37.552500
488 Fan district 37.552500
489 Fan district 37.552500
490 Fan district 37.552500
491 Fan district 37.552500
492 Fan district 37.552500
493 Fan district 37.552500
494 Fan district 37.552500
495 Fan district 37.552500
496 Fan district 37.552500
497 Gilpin 37.552573
498 Gilpin 37.552573
499 Gilpin 37.552573
500 Gilpin 37.552573
501 Gilpin 37.552573
502 Gilpin 37.552573
503 Gilpin 37.552573
504 Gilpin 37.552573
505 Gilpin 37.552573
506 Gilpin 37.552573
507 Gilpin 37.552573
508 Gilpin 37.552573
509 Gilpin 37.552573
510 Gilpin 37.552573
511 Gilpin 37.552573
512 Gilpin 37.552573
513 Gilpin 37.552573
514 Gilpin 37.552573
515 Gilpin 37.552573
516 Gilpin 37.552573
517 Gilpin 37.552573
518 Gilpin 37.552573
519 Gilpin 37.552573
520 Gilpin 37.552573
521 Gilpin 37.552573
522 Gilpin 37.552573
523 Gilpin 37.552573
524 Gilpin 37.552573
525 Gilpin 37.552573
526 Gilpin 37.552573
527 Gilpin 37.552573
528 Gilpin 37.552573
529 Gilpin 37.552573
530 Gilpin 37.552573
531 Gilpin 37.552573
532 Gilpin 37.552573
533 Gilpin 37.552573
534 Gilpin 37.552573
535 Gilpin 37.552573
536 Gilpin 37.552573
537 Gilpin 37.552573
538 Gilpin 37.552573
539 Gilpin 37.552573
540 Gilpin 37.552573
541 Gilpin 37.552573
542 Gilpin 37.552573
543 Gilpin 37.552573
544 Gilpin 37.552573
545 Gilpin 37.552573
546 Jackson Ward 37.548333
547 Jackson Ward 37.548333
548 Jackson Ward 37.548333
549 Jackson Ward 37.548333
550 Jackson Ward 37.548333
551 Jackson Ward 37.548333
552 Jackson Ward 37.548333
553 Jackson Ward 37.548333
554 Jackson Ward 37.548333
555 Jackson Ward 37.548333
556 Jackson Ward 37.548333
557 Jackson Ward 37.548333
558 Jackson Ward 37.548333
559 Jackson Ward 37.548333
560 Jackson Ward 37.548333
561 Jackson Ward 37.548333
562 Jackson Ward 37.548333
563 Jackson Ward 37.548333
564 Jackson Ward 37.548333
565 Jackson Ward 37.548333
566 Jackson Ward 37.548333
567 Jackson Ward 37.548333
568 Jackson Ward 37.548333
569 Jackson Ward 37.548333
570 Jackson Ward 37.548333
571 Jackson Ward 37.548333
572 Jackson Ward 37.548333
573 Jackson Ward 37.548333
574 Jackson Ward 37.548333
575 Jackson Ward 37.548333
576 Jackson Ward 37.548333
577 Jackson Ward 37.548333
578 Maymont 37.535278
579 Maymont 37.535278
580 Maymont 37.535278
581 Maymont 37.535278
582 Maymont 37.535278
583 Maymont 37.535278
584 Maymont 37.535278
585 Maymont 37.535278
586 Maymont 37.535278
587 Maymont 37.535278
588 Maymont 37.535278
589 Oregon Hill 37.539680
590 Oregon Hill 37.539680
591 Oregon Hill 37.539680
592 Oregon Hill 37.539680
593 Oregon Hill 37.539680
594 Oregon Hill 37.539680
595 Oregon Hill 37.539680
596 Oregon Hill 37.539680
597 Oregon Hill 37.539680
598 Oregon Hill 37.539680
599 Oregon Hill 37.539680
600 Oregon Hill 37.539680
601 Oregon Hill 37.539680
602 Oregon Hill 37.539680
603 Oregon Hill 37.539680
604 Randolph 37.542441
605 Randolph 37.542441
606 Randolph 37.542441
607 Randolph 37.542441
608 Randolph 37.542441
609 Randolph 37.542441
610 Randolph 37.542441
611 Randolph 37.542441
612 Randolph 37.542441
613 Randolph 37.542441
614 Randolph 37.542441
615 Randolph 37.542441
616 Randolph 37.542441
617 Randolph 37.542441
618 Randolph 37.542441
619 Randolph 37.542441
620 Randolph 37.542441
621 Randolph 37.542441
622 Randolph 37.542441
623 Randolph 37.542441
624 Randolph 37.542441
625 Randolph 37.542441
626 Randolph 37.542441
627 West Broad Street Commercial Historic District 37.553611
628 West Broad Street Commercial Historic District 37.553611
629 West Broad Street Commercial Historic District 37.553611
630 West Broad Street Commercial Historic District 37.553611
631 West Broad Street Commercial Historic District 37.553611
632 West Broad Street Commercial Historic District 37.553611
633 West Broad Street Commercial Historic District 37.553611
634 West Broad Street Commercial Historic District 37.553611
635 West Broad Street Commercial Historic District 37.553611
636 West Broad Street Commercial Historic District 37.553611
637 West Broad Street Commercial Historic District 37.553611
638 West Broad Street Commercial Historic District 37.553611
639 West Broad Street Commercial Historic District 37.553611
640 West Broad Street Commercial Historic District 37.553611
641 West Broad Street Commercial Historic District 37.553611
642 West Broad Street Commercial Historic District 37.553611
643 West Broad Street Commercial Historic District 37.553611
644 West Broad Street Commercial Historic District 37.553611
645 West Broad Street Commercial Historic District 37.553611
646 West Broad Street Commercial Historic District 37.553611
647 West Broad Street Commercial Historic District 37.553611
648 West Broad Street Commercial Historic District 37.553611
649 West Broad Street Commercial Historic District 37.553611
650 West Broad Street Commercial Historic District 37.553611
651 West Broad Street Commercial Historic District 37.553611
652 West Broad Street Commercial Historic District 37.553611
653 West Broad Street Commercial Historic District 37.553611
654 West Broad Street Commercial Historic District 37.553611
655 West Broad Street Commercial Historic District 37.553611
656 West Broad Street Commercial Historic District 37.553611
657 West Broad Street Commercial Historic District 37.553611
658 West Broad Street Commercial Historic District 37.553611
659 West Broad Street Commercial Historic District 37.553611
660 West Broad Street Commercial Historic District 37.553611
661 West Broad Street Commercial Historic District 37.553611
662 2900 Block Grove Avenue Historic District 37.555556
663 2900 Block Grove Avenue Historic District 37.555556
664 2900 Block Grove Avenue Historic District 37.555556
665 2900 Block Grove Avenue Historic District 37.555556
666 2900 Block Grove Avenue Historic District 37.555556
667 2900 Block Grove Avenue Historic District 37.555556
668 2900 Block Grove Avenue Historic District 37.555556
669 2900 Block Grove Avenue Historic District 37.555556
670 2900 Block Grove Avenue Historic District 37.555556
671 2900 Block Grove Avenue Historic District 37.555556
672 2900 Block Grove Avenue Historic District 37.555556
673 2900 Block Grove Avenue Historic District 37.555556
674 2900 Block Grove Avenue Historic District 37.555556
675 2900 Block Grove Avenue Historic District 37.555556
676 2900 Block Grove Avenue Historic District 37.555556
677 2900 Block Grove Avenue Historic District 37.555556
678 2900 Block Grove Avenue Historic District 37.555556
679 2900 Block Grove Avenue Historic District 37.555556
680 2900 Block Grove Avenue Historic District 37.555556
681 2900 Block Grove Avenue Historic District 37.555556
682 2900 Block Grove Avenue Historic District 37.555556
683 2900 Block Grove Avenue Historic District 37.555556
684 2900 Block Grove Avenue Historic District 37.555556
685 2900 Block Grove Avenue Historic District 37.555556
686 2900 Block Grove Avenue Historic District 37.555556
687 2900 Block Grove Avenue Historic District 37.555556
688 2900 Block Grove Avenue Historic District 37.555556
689 2900 Block Grove Avenue Historic District 37.555556
690 2900 Block Grove Avenue Historic District 37.555556
691 2900 Block Grove Avenue Historic District 37.555556
692 2900 Block Grove Avenue Historic District 37.555556
693 2900 Block Grove Avenue Historic District 37.555556
694 2900 Block Grove Avenue Historic District 37.555556
695 2900 Block Grove Avenue Historic District 37.555556
696 2900 Block Grove Avenue Historic District 37.555556
697 2900 Block Grove Avenue Historic District 37.555556
698 2900 Block Grove Avenue Historic District 37.555556
699 2900 Block Grove Avenue Historic District 37.555556
700 2900 Block Grove Avenue Historic District 37.555556
701 2900 Block Grove Avenue Historic District 37.555556
702 2900 Block Grove Avenue Historic District 37.555556
703 2900 Block Grove Avenue Historic District 37.555556
704 2900 Block Grove Avenue Historic District 37.555556
705 2900 Block Grove Avenue Historic District 37.555556
706 2900 Block Grove Avenue Historic District 37.555556
707 2900 Block Grove Avenue Historic District 37.555556
708 2900 Block Grove Avenue Historic District 37.555556
709 2900 Block Grove Avenue Historic District 37.555556
710 2900 Block Grove Avenue Historic District 37.555556
711 2900 Block Grove Avenue Historic District 37.555556
712 2900 Block Grove Avenue Historic District 37.555556
713 2900 Block Grove Avenue Historic District 37.555556
714 2900 Block Grove Avenue Historic District 37.555556
715 2900 Block Grove Avenue Historic District 37.555556
716 2900 Block Grove Avenue Historic District 37.555556
717 2900 Block Grove Avenue Historic District 37.555556
718 2900 Block Grove Avenue Historic District 37.555556
719 2900 Block Grove Avenue Historic District 37.555556
720 2900 Block Grove Avenue Historic District 37.555556
721 2900 Block Grove Avenue Historic District 37.555556
722 2900 Block Grove Avenue Historic District 37.555556
723 2900 Block Grove Avenue Historic District 37.555556
724 2900 Block Grove Avenue Historic District 37.555556
725 2900 Block Grove Avenue Historic District 37.555556
726 2900 Block Grove Avenue Historic District 37.555556
727 2900 Block Grove Avenue Historic District 37.555556
728 2900 Block Grove Avenue Historic District 37.555556
729 2900 Block Grove Avenue Historic District 37.555556
730 2900 Block Grove Avenue Historic District 37.555556
731 2900 Block Grove Avenue Historic District 37.555556
732 2900 Block Grove Avenue Historic District 37.555556
733 2900 Block Grove Avenue Historic District 37.555556
734 2900 Block Grove Avenue Historic District 37.555556
735 2900 Block Grove Avenue Historic District 37.555556
736 2900 Block Grove Avenue Historic District 37.555556
737 Arthur Ashe Boulevard 37.556389
738 Arthur Ashe Boulevard 37.556389
739 Arthur Ashe Boulevard 37.556389
740 Arthur Ashe Boulevard 37.556389
741 Arthur Ashe Boulevard 37.556389
742 Arthur Ashe Boulevard 37.556389
743 Arthur Ashe Boulevard 37.556389
744 Arthur Ashe Boulevard 37.556389
745 Arthur Ashe Boulevard 37.556389
746 Arthur Ashe Boulevard 37.556389
747 Arthur Ashe Boulevard 37.556389
748 Arthur Ashe Boulevard 37.556389
749 Arthur Ashe Boulevard 37.556389
750 Arthur Ashe Boulevard 37.556389
751 Arthur Ashe Boulevard 37.556389
752 Arthur Ashe Boulevard 37.556389
753 Arthur Ashe Boulevard 37.556389
754 Arthur Ashe Boulevard 37.556389
755 Arthur Ashe Boulevard 37.556389
756 Arthur Ashe Boulevard 37.556389
757 Arthur Ashe Boulevard 37.556389
758 Arthur Ashe Boulevard 37.556389
759 Arthur Ashe Boulevard 37.556389
760 Arthur Ashe Boulevard 37.556389
761 Arthur Ashe Boulevard 37.556389
762 Arthur Ashe Boulevard 37.556389
763 Arthur Ashe Boulevard 37.556389
764 Arthur Ashe Boulevard 37.556389
765 Arthur Ashe Boulevard 37.556389
766 Arthur Ashe Boulevard 37.556389
767 Arthur Ashe Boulevard 37.556389
768 Arthur Ashe Boulevard 37.556389
769 Arthur Ashe Boulevard 37.556389
770 Byrd Park 37.540833
771 Byrd Park 37.540833
772 Byrd Park 37.540833
773 Byrd Park 37.540833
774 Byrd Park 37.540833
775 Byrd Park 37.540833
776 Byrd Park 37.540833
777 Byrd Park 37.540833
778 Byrd Park 37.540833
779 Byrd Park 37.540833
780 Byrd Park 37.540833
781 Carillon 37.539352
782 Carillon 37.539352
783 Carillon 37.539352
784 Carillon 37.539352
785 Carillon 37.539352
786 Carillon 37.539352
787 Carillon 37.539352
788 Carillon 37.539352
789 Carillon 37.539352
790 Carillon 37.539352
791 Carytown 37.552028
792 Carytown 37.552028
793 Carytown 37.552028
794 Carytown 37.552028
795 Carytown 37.552028
796 Carytown 37.552028
797 Carytown 37.552028
798 Carytown 37.552028
799 Carytown 37.552028
800 Carytown 37.552028
801 Carytown 37.552028
802 Carytown 37.552028
803 Carytown 37.552028
804 Carytown 37.552028
805 Carytown 37.552028
806 Carytown 37.552028
807 Carytown 37.552028
808 Carytown 37.552028
809 Carytown 37.552028
810 Carytown 37.552028
811 Carytown 37.552028
812 Carytown 37.552028
813 Carytown 37.552028
814 Carytown 37.552028
815 Carytown 37.552028
816 Carytown 37.552028
817 Carytown 37.552028
818 Carytown 37.552028
819 Carytown 37.552028
820 Carytown 37.552028
821 Carytown 37.552028
822 Carytown 37.552028
823 Carytown 37.552028
824 Carytown 37.552028
825 Carytown 37.552028
826 Carytown 37.552028
827 Carytown 37.552028
828 Carytown 37.552028
829 Carytown 37.552028
830 Carytown 37.552028
831 Carytown 37.552028
832 Carytown 37.552028
833 Carytown 37.552028
834 Carytown 37.552028
835 Carytown 37.552028
836 Carytown 37.552028
837 Carytown 37.552028
838 Carytown 37.552028
839 Carytown 37.552028
840 Carytown 37.552028
841 Carytown 37.552028
842 Carytown 37.552028
843 Carytown 37.552028
844 Carytown 37.552028
845 Carytown 37.552028
846 Carytown 37.552028
847 Carytown 37.552028
848 Carytown 37.552028
849 Carytown 37.552028
850 Carytown 37.552028
851 Carytown 37.552028
852 Carytown 37.552028
853 Carytown 37.552028
854 Carytown 37.552028
855 Carytown 37.552028
856 Carytown 37.552028
857 Carytown 37.552028
858 Carytown 37.552028
859 Carytown 37.552028
860 Carytown 37.552028
861 Carytown 37.552028
862 Carytown 37.552028
863 Carytown 37.552028
864 Carytown 37.552028
865 Carytown 37.552028
866 Carytown 37.552028
867 Carytown 37.552028
868 Carytown 37.552028
869 Carytown 37.552028
870 Carytown 37.552028
871 Carytown 37.552028
872 Carytown 37.552028
873 Carytown 37.552028
874 Carytown 37.552028
875 Museum District 37.559722
876 Museum District 37.559722
877 Museum District 37.559722
878 Museum District 37.559722
879 Museum District 37.559722
880 Museum District 37.559722
881 Museum District 37.559722
882 Museum District 37.559722
883 Museum District 37.559722
884 Museum District 37.559722
885 Museum District 37.559722
886 Museum District 37.559722
887 Museum District 37.559722
888 Museum District 37.559722
889 Museum District 37.559722
890 Museum District 37.559722
891 Stadium neighborhood 37.550838
892 Stadium neighborhood 37.550838
893 Stadium neighborhood 37.550838
894 Stadium neighborhood 37.550838
895 Stadium neighborhood 37.550838
896 Stadium neighborhood 37.550838
897 Stadium neighborhood 37.550838
898 Stadium neighborhood 37.550838
899 Stadium neighborhood 37.550838
900 Stadium neighborhood 37.550838
901 Stadium neighborhood 37.550838
902 Stadium neighborhood 37.550838
903 Stadium neighborhood 37.550838
904 Stadium neighborhood 37.550838
905 Stadium neighborhood 37.550838
906 Stadium neighborhood 37.550838
907 Stadium neighborhood 37.550838
908 Stadium neighborhood 37.550838
909 Stadium neighborhood 37.550838
910 Stadium neighborhood 37.550838
911 Stadium neighborhood 37.550838
912 Stadium neighborhood 37.550838
913 Stadium neighborhood 37.550838
914 Stadium neighborhood 37.550838
915 Stadium neighborhood 37.550838
916 Stadium neighborhood 37.550838
917 Windsor Farms 37.555556
918 Windsor Farms 37.555556
919 Windsor Farms 37.555556
920 Barton Heights 37.560278
921 Barton Heights 37.560278
922 Battery Court Historic District 37.567222
923 Battery Court Historic District 37.567222
924 Battery Court Historic District 37.567222
925 Battery Court Historic District 37.567222
926 Battery Court Historic District 37.567222
927 Battery Court Historic District 37.567222
928 Chamberlayne Industrial Center 37.597402
929 Chamberlayne Industrial Center 37.597402
930 Green Park 37.568392
931 Green Park 37.568392
932 Green Park 37.568392
933 Highland Park 37.581314
934 Highland Park 37.581314
935 Highland Park 37.581314
936 Highland Park 37.581314
937 Highland Park 37.581314
938 Church Hill 37.529167
939 Church Hill 37.529167
940 Church Hill 37.529167
941 Church Hill 37.529167
942 Church Hill 37.529167
943 Church Hill 37.529167
944 Church Hill 37.529167
945 Church Hill 37.529167
946 Church Hill 37.529167
947 Church Hill 37.529167
948 Church Hill 37.529167
949 Church Hill 37.529167
950 Church Hill 37.529167
951 Church Hill 37.529167
952 Church Hill 37.529167
953 Church Hill 37.529167
954 Church Hill 37.529167
955 Church Hill 37.529167
956 Church Hill 37.529167
957 Church Hill 37.529167
958 Church Hill 37.529167
959 Church Hill 37.529167
960 Church Hill 37.529167
961 Church Hill 37.529167
962 Creighton Court 37.545284
963 Creighton Court 37.545284
964 Creighton Court 37.545284
965 Creighton Court 37.545284
966 Creighton Court 37.545284
967 East End 37.535556
968 East End 37.535556
969 East End 37.535556
970 East End 37.535556
971 East End 37.535556
972 East End 37.535556
973 East Highland Park 37.570833
974 East Highland Park 37.570833
975 East Highland Park 37.570833
976 East Highland Park 37.570833
977 East Highland Park 37.570833
978 East Highland Park 37.570833
979 East Highland Park 37.570833
980 East Highland Park 37.570833
981 Fairmount 37.545278
982 Fairmount 37.545278
983 Fairmount 37.545278
984 Fairmount 37.545278
985 Fairmount 37.545278
986 Libby Hill 37.527500
987 Libby Hill 37.527500
988 Libby Hill 37.527500
989 Libby Hill 37.527500
990 Libby Hill 37.527500
991 Libby Hill 37.527500
992 Libby Hill 37.527500
993 Libby Hill 37.527500
994 Libby Hill 37.527500
995 Libby Hill 37.527500
996 Libby Hill 37.527500
997 Libby Hill 37.527500
998 Libby Hill 37.527500
999 Libby Hill 37.527500
1000 Libby Hill 37.527500
1001 Libby Hill 37.527500
1002 Libby Hill 37.527500
1003 Libby Hill 37.527500
1004 Libby Hill 37.527500
1005 Mosby Court 37.543625
1006 Oakwood–Chimborazo Historic District 37.531389
1007 Oakwood–Chimborazo Historic District 37.531389
1008 Shockoe Bottom 37.532222
1009 Shockoe Bottom 37.532222
1010 Shockoe Bottom 37.532222
1011 Shockoe Bottom 37.532222
1012 Shockoe Bottom 37.532222
1013 Shockoe Bottom 37.532222
1014 Shockoe Bottom 37.532222
1015 Shockoe Bottom 37.532222
1016 Shockoe Bottom 37.532222
1017 Shockoe Bottom 37.532222
1018 Shockoe Bottom 37.532222
1019 Shockoe Bottom 37.532222
1020 Shockoe Bottom 37.532222
1021 Shockoe Bottom 37.532222
1022 Shockoe Bottom 37.532222
1023 Shockoe Bottom 37.532222
1024 Shockoe Bottom 37.532222
1025 Shockoe Bottom 37.532222
1026 Shockoe Bottom 37.532222
1027 Shockoe Bottom 37.532222
1028 Shockoe Bottom 37.532222
1029 Shockoe Bottom 37.532222
1030 Shockoe Bottom 37.532222
1031 Shockoe Bottom 37.532222
1032 Shockoe Bottom 37.532222
1033 Shockoe Bottom 37.532222
1034 Shockoe Bottom 37.532222
1035 Shockoe Bottom 37.532222
1036 Shockoe Bottom 37.532222
1037 Shockoe Bottom 37.532222
1038 Shockoe Bottom 37.532222
1039 Shockoe Bottom 37.532222
1040 Shockoe Bottom 37.532222
1041 Shockoe Bottom 37.532222
1042 Shockoe Bottom 37.532222
1043 Shockoe Bottom 37.532222
1044 Shockoe Bottom 37.532222
1045 Shockoe Bottom 37.532222
1046 Shockoe Bottom 37.532222
1047 Shockoe Bottom 37.532222
1048 Shockoe Bottom 37.532222
1049 Shockoe Bottom 37.532222
1050 Shockoe Bottom 37.532222
1051 Shockoe Bottom 37.532222
1052 Shockoe Bottom 37.532222
1053 Shockoe Bottom 37.532222
1054 Shockoe Bottom 37.532222
1055 Shockoe Bottom 37.532222
1056 Shockoe Bottom 37.532222
1057 Shockoe Bottom 37.532222
1058 Tobacco Row 37.529583
1059 Tobacco Row 37.529583
1060 Tobacco Row 37.529583
1061 Tobacco Row 37.529583
1062 Tobacco Row 37.529583
1063 Tobacco Row 37.529583
1064 Tobacco Row 37.529583
1065 Tobacco Row 37.529583
1066 Tobacco Row 37.529583
1067 Tobacco Row 37.529583
1068 Tobacco Row 37.529583
1069 Tobacco Row 37.529583
1070 Tobacco Row 37.529583
1071 Tobacco Row 37.529583
1072 Tobacco Row 37.529583
1073 Tobacco Row 37.529583
1074 Tobacco Row 37.529583
1075 Tobacco Row 37.529583
1076 Tobacco Row 37.529583
1077 Tobacco Row 37.529583
1078 Tobacco Row 37.529583
1079 Tobacco Row 37.529583
1080 Tobacco Row 37.529583
1081 Tobacco Row 37.529583
1082 Tobacco Row 37.529583
1083 Tobacco Row 37.529583
1084 Tobacco Row 37.529583
1085 Tobacco Row 37.529583
1086 Tobacco Row 37.529583
1087 Tobacco Row 37.529583
1088 Tobacco Row 37.529583
1089 Tobacco Row 37.529583
1090 Tobacco Row 37.529583
1091 Tobacco Row 37.529583
1092 Tobacco Row 37.529583
1093 Tobacco Row 37.529583
1094 Tobacco Row 37.529583
1095 Tobacco Row 37.529583
1096 Tobacco Row 37.529583
1097 Tobacco Row 37.529583
1098 Tobacco Row 37.529583
1099 Tobacco Row 37.529583
1100 Tobacco Row 37.529583
1101 Tobacco Row 37.529583
1102 Tobacco Row 37.529583
1103 Union Hill 37.537222
1104 Union Hill 37.537222
1105 Union Hill 37.537222
1106 Union Hill 37.537222
1107 Union Hill 37.537222
1108 Union Hill 37.537222
1109 Union Hill 37.537222
1110 Union Hill 37.537222
1111 Union Hill 37.537222
1112 Union Hill 37.537222
1113 Union Hill 37.537222
1114 Union Hill 37.537222
1115 Union Hill 37.537222
1116 Union Hill 37.537222
1117 Shockoe Valley 37.532222
1118 Shockoe Valley 37.532222
1119 Shockoe Valley 37.532222
1120 Shockoe Valley 37.532222
1121 Shockoe Valley 37.532222
1122 Shockoe Valley 37.532222
1123 Shockoe Valley 37.532222
1124 Shockoe Valley 37.532222
1125 Shockoe Valley 37.532222
1126 Shockoe Valley 37.532222
1127 Shockoe Valley 37.532222
1128 Shockoe Valley 37.532222
1129 Shockoe Valley 37.532222
1130 Shockoe Valley 37.532222
1131 Shockoe Valley 37.532222
1132 Shockoe Valley 37.532222
1133 Shockoe Valley 37.532222
1134 Shockoe Valley 37.532222
1135 Shockoe Valley 37.532222
1136 Shockoe Valley 37.532222
1137 Shockoe Valley 37.532222
1138 Shockoe Valley 37.532222
1139 Shockoe Valley 37.532222
1140 Shockoe Valley 37.532222
1141 Shockoe Valley 37.532222
1142 Shockoe Valley 37.532222
1143 Shockoe Valley 37.532222
1144 Shockoe Valley 37.532222
1145 Shockoe Valley 37.532222
1146 Shockoe Valley 37.532222
1147 Shockoe Valley 37.532222
1148 Shockoe Valley 37.532222
1149 Shockoe Valley 37.532222
1150 Shockoe Valley 37.532222
1151 Shockoe Valley 37.532222
1152 Shockoe Valley 37.532222
1153 Shockoe Valley 37.532222
1154 Shockoe Valley 37.532222
1155 Shockoe Valley 37.532222
1156 Shockoe Valley 37.532222
1157 Shockoe Valley 37.532222
1158 Shockoe Valley 37.532222
1159 Shockoe Valley 37.532222
1160 Shockoe Valley 37.532222
1161 Shockoe Valley 37.532222
1162 Shockoe Valley 37.532222
1163 Shockoe Valley 37.532222
1164 Shockoe Valley 37.532222
1165 Shockoe Valley 37.532222
1166 Shockoe Valley 37.532222
1167 Manchester 37.521111
1168 Manchester 37.521111
1169 Manchester 37.521111
1170 Manchester 37.521111
1171 Manchester 37.521111
1172 Manchester 37.521111
1173 Manchester 37.521111
1174 Manchester 37.521111
1175 Manchester 37.521111
1176 Manchester 37.521111
1177 Old Town Manchester 37.522559
1178 Old Town Manchester 37.522559
1179 Old Town Manchester 37.522559
1180 South Richmond 37.522500
1181 South Richmond 37.522500
1182 South Richmond 37.522500
1183 South Richmond 37.522500
1184 South Richmond 37.522500
1185 South Richmond 37.522500
1186 South Richmond 37.522500
1187 Forest Hill 37.524028
1188 Forest Hill 37.524028
1189 Forest Hill 37.524028
1190 Forest Hill 37.524028
1191 Jahnke 37.523069
1192 Jahnke 37.523069
1193 Woodland Heights 37.518889
1194 Granite 37.533056
1195 Granite 37.533056
1196 Granite 37.533056
1197 Granite 37.533056
1198 Springhill Historic District 37.524167
1199 Springhill Historic District 37.524167
1200 Springhill Historic District 37.524167
1201 Springhill Historic District 37.524167
1202 Springhill Historic District 37.524167
1203 Manchester, Chesterfield County 37.488889
1204 Manchester, Chesterfield County 37.488889
1205 Lockgreen 37.558578
1206 Lockgreen 37.558578
1207 Brookland Park Historic District 37.582778
1208 Brookland Park Historic District 37.582778
1209 Brookland Park Historic District 37.582778
1210 Brookland Park Historic District 37.582778
1211 Brookland Park Historic District 37.582778
1212 Chamberlayne 37.630833
1213 Chamberlayne 37.630833
1214 Chamberlayne 37.630833
1215 Ginter Park 37.580556
1216 Ginter Park 37.580556
1217 Ginter Park 37.580556
1218 Ginter Park 37.580556
1219 Ginter Park 37.580556
1220 Ginter Park 37.580556
1221 Hermitage Road Historic District 37.584150
1222 Laburnum Park Historic District 37.581111
1223 Laburnum Park Historic District 37.581111
1224 Pine Camp 37.602120
1225 Pine Camp 37.602120
1226 Pine Camp 37.602120
1227 Pine Camp 37.602120
1228 Pine Camp 37.602120
1229 Pine Camp 37.602120
1230 Pine Camp 37.602120
1231 Pine Camp 37.602120
1232 Pine Camp 37.602120
1233 Pine Camp 37.602120
1234 Pine Camp 37.602120
1235 Pine Camp 37.602120
1236 Pine Camp 37.602120
1237 Sherwood Park 37.575000
1238 Sherwood Park 37.575000
1239 Lakeside 37.610833
1240 Lakeside 37.610833
1241 Lakeside 37.610833
1242 Lakeside 37.610833
1243 Tuckahoe 37.595833
1244 Tuckahoe 37.595833
1245 Tuckahoe 37.595833
1246 Tuckahoe 37.595833
1247 Tuckahoe 37.595833
1248 Tuckahoe 37.595833
1249 Tuckahoe 37.595833
1250 Tuckahoe 37.595833
1251 Tuckahoe 37.595833
1252 Tuckahoe 37.595833
1253 Tuckahoe 37.595833
1254 Tuckahoe 37.595833
1255 Tuckahoe 37.595833
1256 Tuckahoe 37.595833
1257 Tuckahoe 37.595833
1258 Tuckahoe 37.595833
1259 West End 37.621111
1260 West End 37.621111
1261 Carver 37.552972
1262 Carver 37.552972
1263 Carver 37.552972
1264 Carver 37.552972
1265 Carver 37.552972
1266 Carver 37.552972
1267 Carver 37.552972
1268 Carver 37.552972
1269 Carver 37.552972
1270 Carver 37.552972
1271 Carver 37.552972
1272 Carver 37.552972
1273 Carver 37.552972
1274 Carver 37.552972
1275 Carver 37.552972
1276 Carver 37.552972
1277 Carver 37.552972
1278 Carver 37.552972
1279 Carver 37.552972
1280 Carver 37.552972
1281 Carver 37.552972
1282 Carver 37.552972
1283 Carver 37.552972
1284 Carver 37.552972
1285 Carver 37.552972
1286 Carver 37.552972
1287 Carver 37.552972
1288 Carver 37.552972
1289 Carver 37.552972
1290 Carver 37.552972
1291 Carver 37.552972
1292 Carver 37.552972
1293 Carver 37.552972
1294 Carver 37.552972
1295 Carver 37.552972
1296 Carver 37.552972
1297 Carver 37.552972
1298 Carver 37.552972
1299 Carver 37.552972
1300 Carver 37.552972
1301 Carver 37.552972
1302 Carver 37.552972
1303 Carver 37.552972
1304 Carver 37.552972
1305 Carver 37.552972
1306 Carver 37.552972
1307 Carver 37.552972
1308 Carver 37.552972
1309 Carver 37.552972
1310 Dumbarton 37.609167
1311 Dumbarton 37.609167
1312 Dumbarton 37.609167
1313 Gambles Hill 37.536944
1314 Gambles Hill 37.536944
1315 Gambles Hill 37.536944
1316 Gambles Hill 37.536944
1317 Gambles Hill 37.536944
1318 Gambles Hill 37.536944
1319 Gambles Hill 37.536944
1320 Gambles Hill 37.536944
1321 Gambles Hill 37.536944
1322 Gambles Hill 37.536944
1323 Gambles Hill 37.536944
1324 Gambles Hill 37.536944
1325 Gambles Hill 37.536944
1326 Gambles Hill 37.536944
1327 Gambles Hill 37.536944
1328 Gambles Hill 37.536944
1329 Gambles Hill 37.536944
1330 Gambles Hill 37.536944
1331 Sauer's Gardens 37.515278
1332 Sauer's Gardens 37.515278
1333 Sauer's Gardens 37.515278
1334 Sauer's Gardens 37.515278
1335 Sauer's Gardens 37.515278
1336 Sauer's Gardens 37.515278
1337 Sauer's Gardens 37.515278
1338 Sauer's Gardens 37.515278
1339 Sauer's Gardens 37.515278
1340 Sauer's Gardens 37.515278
1341 Scott's Addition Historic District 37.568333
1342 Scott's Addition Historic District 37.568333
1343 Scott's Addition Historic District 37.568333
1344 Scott's Addition Historic District 37.568333
1345 Scott's Addition Historic District 37.568333
1346 Scott's Addition Historic District 37.568333
1347 Scott's Addition Historic District 37.568333
1348 Scott's Addition Historic District 37.568333
1349 Scott's Addition Historic District 37.568333
1350 Scott's Addition Historic District 37.568333
1351 Scott's Addition Historic District 37.568333
1352 Scott's Addition Historic District 37.568333
1353 Scott's Addition Historic District 37.568333
1354 Scott's Addition Historic District 37.568333
1355 Scott's Addition Historic District 37.568333
1356 Scott's Addition Historic District 37.568333
1357 Scott's Addition Historic District 37.568333
1358 Scott's Addition Historic District 37.568333
1359 Scott's Addition Historic District 37.568333
1360 Scott's Addition Historic District 37.568333
1361 Scott's Addition Historic District 37.568333
1362 Scott's Addition Historic District 37.568333
1363 Scott's Addition Historic District 37.568333
1364 Scott's Addition Historic District 37.568333
1365 Scott's Addition Historic District 37.568333
1366 Scott's Addition Historic District 37.568333
1367 Scott's Addition Historic District 37.568333
1368 Scott's Addition Historic District 37.568333
1369 Scott's Addition Historic District 37.568333
1370 Scott's Addition Historic District 37.568333
1371 Scott's Addition Historic District 37.568333
1372 Scott's Addition Historic District 37.568333
1373 Scott's Addition Historic District 37.568333
1374 Scott's Addition Historic District 37.568333
1375 Scott's Addition Historic District 37.568333
1376 Scott's Addition Historic District 37.568333
1377 Scott's Addition Historic District 37.568333
1378 Scott's Addition Historic District 37.568333
1379 Scott's Addition Historic District 37.568333
1380 Scott's Addition Historic District 37.568333
1381 Scott's Addition Historic District 37.568333
1382 Scott's Addition Historic District 37.568333
1383 Scott's Addition Historic District 37.568333
1384 Scott's Addition Historic District 37.568333
1385 Scott's Addition Historic District 37.568333
1386 Scott's Addition Historic District 37.568333
1387 Texas Beach 37.530000
1388 Texas Beach 37.530000
1389 Texas Beach 37.530000
1390 Texas Beach 37.530000
1391 Malvern Gardens 37.567083
1392 Malvern Gardens 37.567083
1393 Malvern Gardens 37.567083
1394 Montrose 37.520556
1395 Montrose 37.520556
1396 Montrose 37.520556
1397 Montrose 37.520556
1398 Montrose 37.520556
1399 Montrose 37.520556
1400 Rocketts Landing 37.515278
1401 Rocketts Landing 37.515278
1402 Rocketts Landing 37.515278
1403 Rocketts Landing 37.515278
1404 Rocketts Landing 37.515278
1405 Rocketts Landing 37.515278
1406 Rocketts Landing 37.515278
1407 Rocketts Landing 37.515278
1408 Rocketts Landing 37.515278
1409 Rocketts Landing 37.515278
1410 Shed Town 37.515278
1411 Shed Town 37.515278
1412 Shed Town 37.515278
1413 Shed Town 37.515278
1414 Shed Town 37.515278
1415 Shed Town 37.515278
1416 Shed Town 37.515278
1417 Shed Town 37.515278
1418 Shed Town 37.515278
1419 Shed Town 37.515278
1420 Bensley 37.448889
1421 Bensley 37.448889
1422 Bensley 37.448889
1423 Bensley 37.448889
1424 Bensley 37.448889
1425 Meadowbrook 37.430556
1426 Bon Air 37.520000
1427 Huguenot Farms 37.554167
1428 Huguenot Farms 37.554167
1429 Bellwood 37.405556
1430 Bellwood 37.405556
1431 Bellwood 37.405556
1432 Biotech and MCV District 37.543623
1433 Biotech and MCV District 37.543623
1434 Biotech and MCV District 37.543623
1435 Biotech and MCV District 37.543623
1436 Biotech and MCV District 37.543623
1437 Biotech and MCV District 37.543623
1438 Biotech and MCV District 37.543623
1439 Biotech and MCV District 37.543623
1440 Biotech and MCV District 37.543623
1441 Biotech and MCV District 37.543623
1442 Biotech and MCV District 37.543623
1443 Biotech and MCV District 37.543623
1444 Biotech and MCV District 37.543623
1445 Biotech and MCV District 37.543623
1446 Biotech and MCV District 37.543623
1447 Biotech and MCV District 37.543623
1448 Biotech and MCV District 37.543623
1449 Biotech and MCV District 37.543623
1450 Biotech and MCV District 37.543623
1451 Biotech and MCV District 37.543623
1452 Biotech and MCV District 37.543623
1453 Court End 37.543889
1454 Court End 37.543889
1455 Court End 37.543889
1456 Court End 37.543889
1457 Court End 37.543889
1458 Court End 37.543889
1459 Court End 37.543889
1460 Court End 37.543889
1461 Court End 37.543889
1462 Court End 37.543889
1463 Court End 37.543889
1464 Court End 37.543889
1465 Court End 37.543889
1466 Court End 37.543889
1467 Court End 37.543889
1468 Court End 37.543889
1469 Court End 37.543889
1470 Court End 37.543889
1471 Court End 37.543889
1472 Court End 37.543889
1473 Court End 37.543889
1474 Court End 37.543889
1475 Ettrick 37.242778
1476 Ettrick 37.242778
1477 Ettrick 37.242778
1478 Ettrick 37.242778
1479 Matoaca 37.228056
1480 Centralia 37.380982
1481 Centralia 37.380982
1482 Colonial Heights 37.243889
1483 Colonial Heights 37.243889
1484 Colonial Heights 37.243889
1485 Colonial Heights 37.243889
1486 Colonial Heights 37.243889
1487 Colonial Heights 37.243889
1488 Winterpock 37.346111
Borough Longitude Venue \
0 -77.184722 Tasman Imports
1 -77.184722 WMATA Traction Power Sub-Station N1
2 -77.485556 Bath & Body Works
3 -77.485556 Glen Allen Softball Complex
4 -77.485556 VA Randolph Football Field
5 -77.485556 Woodman Park
6 -77.610833 The Dominion Club
7 -77.610833 Wyndham Lake
8 -77.610833 Wyndham Amphitheatre
9 -77.610833 Otter Pond Park
10 -77.610833 Carriage Homes Gym
11 -77.610833 HR Tabs
12 -77.586389 Potbelly Sandwich Shop
13 -77.586389 Starbucks
14 -77.586389 Boychik's Deli
15 -77.586389 Taziki's Mediterranean Cafe
16 -77.586389 Blaze Pizza
17 -77.586389 Joey's Hot Dogs
18 -77.586389 Mama Cucina
19 -77.586389 Capital Ale House
20 -77.586389 Smoothie King
21 -77.586389 Hurley's Tavern
22 -77.586389 Wawa
23 -77.586389 Thai Flavor Food & Noodle
24 -77.586389 Noodles & Company
25 -77.586389 Firehouse Subs
26 -77.586389 Five Guys
27 -77.586389 Moe's Southwest Grill
28 -77.586389 Leonardo's Pizza & Pasta
29 -77.586389 Silver Diner
30 -77.586389 Padow's Hams & Deli
31 -77.586389 Mexico Restaurant
32 -77.586389 Hondo's Prime Steakhouse
33 -77.586389 Hampton Inn by Hilton
34 -77.586389 Starbucks
35 -77.586389 Hilton Garden Inn
36 -77.586389 Ross Dress for Less
37 -77.586389 7-Eleven
38 -77.586389 Dairy Queen
39 -77.586389 The Beach House
40 -77.586389 Hyatt Place Richmond/Innsbrook
41 -77.586389 Zoup!
42 -77.586389 Shoe Carnival
43 -77.586389 Men's Wearhouse
44 -77.586389 Redbox
45 -77.586389 Firestone Complete Auto Care
46 -77.586389 CVS pharmacy
47 -77.586389 Innsbrooke Shoppes
48 -77.586389 Marshalls
49 -77.586389 Hyderabad Biryani House
50 -77.586389 Ban Zara
51 -77.586389 Rascals Pizza & Subs
52 -77.586389 Colonnades West Shopping Center
53 -77.586389 Innsbrook Trail
54 -77.586389 Cox Rd & W Broad St
55 -77.586389 Lobby Bar @ Marriott Richmond Short Pump
56 -77.586389 Cartridge World - Richmond - Innsbrook
57 -77.586389 Bistro 64
58 -77.586389 Fitness Center @ Richmond Marriott West
59 -77.586389 M Club Lounge @ Richmond Marriott Short Pump
60 -77.586389 Homestead Studio Suites Richmond - Innsbrook
61 -77.586389 Drury Plaza Hotel Richmond
62 -77.586389 Sona Dermatology & MedSpa
63 -77.626667 Hilton Richmond Hotel & Spa/Short Pump
64 -77.626667 Pho 1 Grill
65 -77.626667 Shula's Steak House (Hilton Richmond Hotel & Spa)
66 -77.626667 American Family Fitness
67 -77.626667 Carytown Burgers & Fries
68 -77.626667 Plaza Azteca Mexican Restaurant
69 -77.626667 Bunble's Couch
70 -77.626667 Wingate by Wyndham Richmond Short Pump
71 -77.328611 9 Mile Grill
72 -77.328611 Henrico Theatre
73 -77.328611 Springer Pharmacy
74 -77.328611 Hot In Market
75 -77.506667 Bojangles' Famous Chicken 'n Biscuits
76 -77.506667 Panera Bread
77 -77.506667 Wawa
78 -77.506667 Starbucks
79 -77.506667 Waffle House
80 -77.506667 Jersey Mike's Subs
81 -77.506667 T-Mobile
82 -77.506667 Casa Mexicana II
83 -77.506667 FedEx Office Print & Ship Center
84 -77.506667 Hardee's
85 -77.506667 Ampa Events
86 -77.649417 Midlothian Tennis Club
87 -77.649417 Brandermill Fancy Traffic Circle
88 -77.685000 Swift Creek Reservoir Lake
89 -77.685000 Lucky's of Woodlake
90 -77.685000 Woodlake Commons Shopping Center
91 -77.685000 The Path
92 -77.685000 Tom Sawyer's Island
93 -77.664778 Wishing Well Park
94 -77.664778 Hair Productions of Salisbury
95 -77.643325 Manchester Pub & Day Spa
96 -77.783000 Jimer's Frozen Custard
97 -77.783000 360 Get N Go
98 -77.783000 Forget Me Nit
99 -77.783000 Hart's Place
100 -77.315833 Sandston Bistro & Shakes
101 -77.315833 N&W Salvage
102 -77.315833 sandston baseball fields
103 -77.315833 Richmond International Airport Baseball Fields
104 -77.443611 Perly's
105 -77.443611 The Jefferson Hotel
106 -77.443611 Triple Crossing Beer
107 -77.443611 Madison+Main
108 -77.443611 Chez Foushee
109 -77.443611 Tarrant's Cafe
110 -77.443611 Lemaire
111 -77.443611 Quirk Hotel
112 -77.443611 TJ's
113 -77.443611 Max's on Broad
114 -77.443611 Salt & Forge
115 -77.443611 Rappahannock Restaurant
116 -77.443611 Virginia Repertory Theatre
117 -77.443611 Graduate Richmond
118 -77.443611 Saison Market
119 -77.443611 Saison
120 -77.443611 Pop's Market on Grace
121 -77.443611 Charm School
122 -77.443611 Cafe Rustika
123 -77.443611 Secret Sandwich Society
124 -77.443611 Penny Lane Pub
125 -77.443611 Comfort
126 -77.443611 Steady Sounds
127 -77.443611 Quirk Hotel Rooftop
128 -77.443611 Ledbury
129 -77.443611 First Fridays Art Walk
130 -77.443611 Champion Brewing Company
131 -77.443611 707 Fine Clothing
132 -77.443611 Wong Gonzalez
133 -77.443611 The John Marshall Hotel
134 -77.443611 Jkogi
135 -77.443611 Quirk Gallery
136 -77.443611 The Commonwealth Club
137 -77.443611 Lift Coffee Shop & Café
138 -77.443611 Chili's Grill & Bar
139 -77.443611 Starbucks
140 -77.437531 Boka Tako Truck
141 -77.437531 Omni Richmond Hotel
142 -77.437531 Canal Walk
143 -77.437531 Chick-Fil-A
144 -77.437531 La Grotta Ristorante
145 -77.437531 Bistro Bobette
146 -77.437531 Chopt
147 -77.437531 Casa Del Barco
148 -77.437531 City Dogs
149 -77.437531 Sefton Coffee Company
150 -77.437531 Belle
151 -77.437531 Courtyard by Marriott Richmond Downtown
152 -77.437531 Christopher's Runaway Gourmay
153 -77.437531 Jo-Jo's Pizza
154 -77.437531 Delta Hotels by Marriott Richmond Downtown
155 -77.437531 Pipeline
156 -77.437531 The Urban Farmhouse Market & Café
157 -77.437531 Shockoe Espresso & Roastery
158 -77.437531 The Tobacco Company Restaurant
159 -77.437531 Richmond Ballet
160 -77.437531 Shockoe Slip Yoga
161 -77.437531 Morton's The Steakhouse
162 -77.437531 Siné Irish Pub & Restaurant
163 -77.437531 Sam Miller's
164 -77.437531 Capital Ale House
165 -77.437531 Capitol Waffle Shop
166 -77.437531 Capitol Square
167 -77.437531 7-Eleven
168 -77.437531 Suntrust Bank Cafeteria
169 -77.437531 James Center YMCA
170 -77.437531 Fountain Bookstore
171 -77.437531 Residence Inn Richmond Downtown
172 -77.437531 Kabana Rooftop
173 -77.437531 Berkeley Hotel
174 -77.437531 Padow's Hams & Deli
175 -77.437531 Wendy’s
176 -77.437531 Trevi's Grille
177 -77.437531 Mom's Siam 2
178 -77.437531 Friday Cheers
179 -77.437531 Jimmy John's
180 -77.437531 Mijas Mexican Kitchen & Cantina
181 -77.437531 Cafe Olé
182 -77.437531 Starbucks
183 -77.437531 Homewood Suites by Hilton
184 -77.437531 FedEx Office Print & Ship Center
185 -77.437531 Potbelly Sandwich Shop
186 -77.437531 Vanquish Ultra Lounge
187 -77.437531 Spice of India
188 -77.437531 Subway
189 -77.437531 Subway
190 -77.437531 Meriwether’s Cafe
191 -77.437531 Street Deli RVA
192 -77.437531 Grand Illumination
193 -77.437531 Quiznos
194 -77.437531 Encore Ultra Lounge
195 -77.437531 Well Food
196 -77.437531 Heron Rookery
197 -77.438889 Mama Js
198 -77.438889 Salt & Forge
199 -77.438889 Lucy's
200 -77.438889 Tarrant's Cafe
201 -77.438889 Perly's
202 -77.438889 707 Fine Clothing
203 -77.438889 Rappahannock Restaurant
204 -77.438889 Saison
205 -77.438889 Jkogi
206 -77.438889 Saison Market
207 -77.438889 Max's on Broad
208 -77.438889 Chez Foushee
209 -77.438889 Pop's Market on Grace
210 -77.438889 Gallery 5
211 -77.438889 Secret Sandwich Society
212 -77.438889 Wong Gonzalez
213 -77.438889 Quirk Hotel
214 -77.438889 Virginia Repertory Theatre
215 -77.438889 Carpenter Theatre
216 -77.438889 Dominion Energy Center
217 -77.438889 YMCA
218 -77.438889 Champion Brewing Company
219 -77.438889 Stoplight Gelato Cafe
220 -77.438889 Comfort
221 -77.438889 Penny Lane Pub
222 -77.438889 The John Marshall Hotel
223 -77.438889 First Fridays Art Walk
224 -77.438889 Hilton
225 -77.438889 Ledbury
226 -77.438889 Quirk Hotel Rooftop
227 -77.438889 Vagabond
228 -77.438889 Ol' Grant's Bungalo
229 -77.438889 The Space Station
230 -77.438889 Geektanamo Bay
231 -77.436389 Boka Tako Truck
232 -77.436389 Sefton Coffee Company
233 -77.436389 Omni Richmond Hotel
234 -77.436389 Belle
235 -77.436389 Chopt
236 -77.436389 Dominion Energy Center
237 -77.436389 La Grotta Ristorante
238 -77.436389 Carpenter Theatre
239 -77.436389 Greenleaf's Pool Room
240 -77.436389 Bistro Bobette
241 -77.436389 The National
242 -77.436389 Secret Sandwich Society
243 -77.436389 Jo-Jo's Pizza
244 -77.436389 Capitol Square
245 -77.436389 Canal Walk
246 -77.436389 City Dogs
247 -77.436389 Pop's Market on Grace
248 -77.436389 Christopher's Runaway Gourmay
249 -77.436389 Penny Lane Pub
250 -77.436389 Capital Ale House
251 -77.436389 Courtyard by Marriott Richmond Downtown
252 -77.436389 Chick-Fil-A
253 -77.436389 Cafe Rustika
254 -77.436389 The Library of Virginia
255 -77.436389 The John Marshall Hotel
256 -77.436389 Delta Hotels by Marriott Richmond Downtown
257 -77.436389 The Urban Farmhouse Market & Café
258 -77.436389 Richmond Ballet
259 -77.436389 Vagabond
260 -77.436389 The Tobacco Company Restaurant
261 -77.436389 Capitol Waffle Shop
262 -77.436389 Shockoe Slip Yoga
263 -77.436389 Shockoe Espresso & Roastery
264 -77.436389 Siné Irish Pub & Restaurant
265 -77.436389 Casa Del Barco
266 -77.436389 Sam Miller's
267 -77.436389 Hilton
268 -77.436389 7-Eleven
269 -77.436389 Kabana Rooftop
270 -77.436389 Suntrust Bank Cafeteria
271 -77.436389 K-Town Kitchen & Bar
272 -77.436389 Fountain Bookstore
273 -77.436389 Padow's Hams & Deli
274 -77.436389 James Center YMCA
275 -77.436389 Cafe Olé
276 -77.436389 Residence Inn Richmond Downtown
277 -77.436389 Homewood Suites by Hilton
278 -77.436389 Berkeley Hotel
279 -77.436389 Wendy’s
280 -77.436389 Mom's Siam 2
281 -77.436389 Maya Mexican Grill & Tequila Lounge
282 -77.436389 Trevi's Grille
283 -77.436389 Tenka Ramen
284 -77.436389 Mijas Mexican Kitchen & Cantina
285 -77.436389 Jimmy John's
286 -77.436389 Richmond City Hall Observation Deck
287 -77.436389 FedEx Office Print & Ship Center
288 -77.436389 Starbucks
289 -77.436389 Spice of India
290 -77.436389 Potbelly Sandwich Shop
291 -77.436389 Subway
292 -77.436389 Vanquish Ultra Lounge
293 -77.436389 Subway
294 -77.436389 Quiznos
295 -77.436389 Kanawha Plaza
296 -77.436389 Well Food
297 -77.436389 Encore Ultra Lounge
298 -77.436389 Street Deli RVA
299 -77.436389 Haxall Point
300 -77.444444 Quirk Hotel
301 -77.444444 Charm School
302 -77.444444 Gallery 5
303 -77.444444 Saison Market
304 -77.444444 Max's on Broad
305 -77.444444 Broad Appétit
306 -77.444444 Tarrant's Cafe
307 -77.444444 Saison
308 -77.444444 Steady Sounds
309 -77.444444 Virginia Repertory Theatre
310 -77.444444 The Jefferson Hotel
311 -77.444444 Nuvegan Cafe
312 -77.444444 Graduate Richmond
313 -77.444444 Chez Foushee
314 -77.444444 Comfort
315 -77.444444 First Fridays Art Walk
316 -77.444444 Ledbury
317 -77.444444 Quirk Gallery
318 -77.444444 Black Iris
319 -77.444444 Lemaire
320 -77.444444 Quirk Hotel Rooftop
321 -77.444444 Stoplight Gelato Cafe
322 -77.444444 Perly's
323 -77.444444 Lift Coffee Shop & Café
324 -77.444444 Salt & Forge
325 -77.444444 Mama Js
326 -77.444444 GWARbar
327 -77.444444 TJ's
328 -77.444444 The Commonwealth Club
329 -77.444444 Institute for Contemporary Art at VCU
330 -77.444444 Lucy's
331 -77.444444 Jkogi
332 -77.444444 Jimmy John's
333 -77.444444 Domino's Pizza
334 -77.444444 Chili's Grill & Bar
335 -77.444444 Starbucks
336 -77.444444 Rita's Palace
337 -77.444444 Black History Museum and Cultural Center of Vi...
338 -77.433333 The Hard Shell
339 -77.433333 La Grotta Ristorante
340 -77.433333 City Dogs
341 -77.433333 Courtyard by Marriott Richmond Downtown
342 -77.433333 Canal Walk
343 -77.433333 Omni Richmond Hotel
344 -77.433333 Boka Tako Truck
345 -77.433333 Bistro Bobette
346 -77.433333 Morton's The Steakhouse
347 -77.433333 Shockoe Denim
348 -77.433333 Siné Irish Pub & Restaurant
349 -77.433333 Pipeline
350 -77.433333 The Urban Farmhouse Market & Café
351 -77.433333 Shockoe Slip Yoga
352 -77.433333 Jo-Jo's Pizza
353 -77.433333 Shockoe Espresso & Roastery
354 -77.433333 Rosie Connolly's
355 -77.433333 LaDifference
356 -77.433333 Sam Miller's
357 -77.433333 The Tobacco Company Restaurant
358 -77.433333 Casa Del Barco
359 -77.433333 Lulu's
360 -77.433333 Bottoms Up Pizza
361 -77.433333 Capitol Waffle Shop
362 -77.433333 Chopt
363 -77.433333 Chick-Fil-A
364 -77.433333 Havana '59
365 -77.433333 Hot Chick
366 -77.433333 Addis Ethiopian Restaurant
367 -77.433333 17th Street Farmer's Market
368 -77.433333 Christopher's Runaway Gourmay
369 -77.433333 Mom's Siam 2
370 -77.433333 Richmond Cigar Factory
371 -77.433333 James Center YMCA
372 -77.433333 Wendy’s
373 -77.433333 Haxall Point
374 -77.433333 Street Deli RVA
375 -77.425584 Barnes & Noble
376 -77.425584 Confederate White House
377 -77.425584 Chick-fil-A
378 -77.425584 Starbucks
379 -77.425584 The American Civil War Museum
380 -77.425584 Subway
381 -77.425584 MCV Campus Recreation & Aquatic Center
382 -77.425584 Classic Fare
383 -77.425584 Au Bon Pain
384 -77.425584 Dustys Den
385 -77.425584 James River Press
386 -77.442670 Quirk Hotel
387 -77.442670 Tarrant's Cafe
388 -77.442670 Gallery 5
389 -77.442670 Saison Market
390 -77.442670 Saison
391 -77.442670 Max's on Broad
392 -77.442670 Salt & Forge
393 -77.442670 Perly's
394 -77.442670 Chez Foushee
395 -77.442670 Charm School
396 -77.442670 Mama Js
397 -77.442670 Virginia Repertory Theatre
398 -77.442670 Steady Sounds
399 -77.442670 Comfort
400 -77.442670 Broad Appétit
401 -77.442670 First Fridays Art Walk
402 -77.442670 Ledbury
403 -77.442670 The Jefferson Hotel
404 -77.442670 Stoplight Gelato Cafe
405 -77.442670 Quirk Hotel Rooftop
406 -77.442670 Quirk Gallery
407 -77.442670 Lucy's
408 -77.442670 Lift Coffee Shop & Café
409 -77.442670 Lemaire
410 -77.442670 Graduate Richmond
411 -77.442670 Jkogi
412 -77.442670 Black Iris
413 -77.442670 Nuvegan Cafe
414 -77.442670 GWARbar
415 -77.442670 Rappahannock Restaurant
416 -77.442670 TJ's
417 -77.442670 707 Fine Clothing
418 -77.442670 YMCA
419 -77.442670 The Commonwealth Club
420 -77.442670 Champion Brewing Company
421 -77.442670 The Space Station
422 -77.442670 Black History Museum and Cultural Center of Vi...
423 -77.442670 Geektanamo Bay
424 -77.442670 Shenanigan Lounge
425 -77.442670 Ol' Grant's Bungalo
426 -77.453056 Coliseum Loft Deli & Market
427 -77.453056 Jamaica House
428 -77.453056 Sugar Shack Donuts
429 -77.453056 Four Brothers Bistro And Grill
430 -77.453056 Edo's Squid
431 -77.453056 Ipanema Cafe
432 -77.453056 The Village Cafe
433 -77.453056 Kung Fu Tea
434 -77.453056 Red Eye Cookie Company
435 -77.453056 Christian's Pizza
436 -77.453056 Barnes & Noble
437 -77.453056 VCU Health Sports Medicine
438 -77.453056 Harrison Street Coffee Shop
439 -77.453056 Cold Stone Creamery
440 -77.453056 Firehouse Theatre
441 -77.453056 Maggie L. Walker Governor's School
442 -77.453056 Five Guys
443 -77.453056 Starbucks
444 -77.453056 Hibachi Box Fresh Kitchen
445 -77.453056 Which Wich
446 -77.453056 Thai Top Ten
447 -77.453056 The Camel
448 -77.453056 Bigs BBQ VCU
449 -77.453056 Waffle House
450 -77.453056 Kroger Fuel
451 -77.453056 Pla-za Art
452 -77.453056 Panda garden
453 -77.453056 Panda Express
454 -77.453056 My Noodle & Bar
455 -77.453056 Classic Rock Coffee
456 -77.453056 U-Haul Moving & Storage at Vcu
457 -77.453056 AT&T
458 -77.453056 Kroger
459 -77.453056 Insomnia Cookies
460 -77.453056 Grace Street Theater
461 -77.453056 Lowe's
462 -77.453056 WRIR Richmond Independent Radio
463 -77.453056 Subway
464 -77.453056 QDOBA Mexican Eats
465 -77.465556 Joe's Inn
466 -77.465556 Garnett's
467 -77.465556 Shields Market
468 -77.465556 The Fan District
469 -77.465556 8 1/2
470 -77.465556 Visual Arts Center of Richmond
471 -77.465556 Scoop
472 -77.465556 Strawberry Street Market
473 -77.465556 Sticky Rice RVA
474 -77.465556 The Sidewalk Cafe
475 -77.465556 Bacchus
476 -77.465556 District 5
477 -77.465556 The Naked Onion
478 -77.465556 Lady N'awlins Cajun Café
479 -77.465556 Goatocado
480 -77.465556 Meadow Park
481 -77.465556 Vintage
482 -77.465556 Scuffletown Park
483 -77.465556 Uptown Market & Deli
484 -77.465556 Fan Tastic Thrift
485 -77.465556 Fu Jian
486 -77.465556 Family Dollar
487 -77.465556 F.W. Sullivan's Fan Bar & Grille
488 -77.465556 Rowland Fine Dining
489 -77.465556 Idle Hands Bread Company
490 -77.465556 Chik-fil-a
491 -77.465556 Paisley & Jade
492 -77.465556 Blush on Berry
493 -77.465556 art of massage
494 -77.465556 Katra Gala
495 -77.465556 Virginia ABC Store
496 -77.465556 Ki Massage Therapy
497 -77.448378 Velocity Comics
498 -77.448378 The Lab by Alchemy Coffee
499 -77.448378 CAVA
500 -77.448378 Cold Stone Creamery
501 -77.448378 Five Guys
502 -77.448378 Jamaica House
503 -77.448378 Ipanema Cafe
504 -77.448378 Asado
505 -77.448378 Barnes & Noble
506 -77.448378 Chipotle Mexican Grill
507 -77.448378 Rumors Boutique
508 -77.448378 Institute for Contemporary Art at VCU
509 -77.448378 Edo's Squid
510 -77.448378 Deep Run Roadhouse
511 -77.448378 Red Eye Cookie Company
512 -77.448378 Kung Fu Tea
513 -77.448378 Panera Bread
514 -77.448378 The Village Cafe
515 -77.448378 Aladdin Express
516 -77.448378 Christian's Pizza
517 -77.448378 Dunkin'
518 -77.448378 Thai Top Ten
519 -77.448378 Hibachi Box Fresh Kitchen
520 -77.448378 Panda Express
521 -77.448378 AT&T
522 -77.448378 Bigs BBQ VCU
523 -77.448378 Pla-za Art
524 -77.448378 Panda garden
525 -77.448378 Which Wich
526 -77.448378 Noodles & Company
527 -77.448378 Pizza Hut
528 -77.448378 IHOP
529 -77.448378 Insomnia Cookies
530 -77.448378 Tropical Smoothie Café
531 -77.448378 Grace Street Theater
532 -77.448378 QDOBA Mexican Eats
533 -77.448378 7-Eleven
534 -77.448378 Subway
535 -77.448378 The Chocolate Wonderland Brothel
536 -77.448378 Goshen Market
537 -77.448378 Bank of America ATM
538 -77.448378 St Joseph Memorial Park
539 -77.448378 Park plaza belvidere
540 -77.448378 Vito's Italian Restaurant
541 -77.448378 Xscape
542 -77.448378 Rita's Palace
543 -77.448378 Shawarma Shack
544 -77.448378 Delta V Motorsports
545 -77.448378 EcoFlats
546 -77.440833 Gallery 5
547 -77.440833 Saison
548 -77.440833 Saison Market
549 -77.440833 Mama Js
550 -77.440833 Max's on Broad
551 -77.440833 YMCA
552 -77.440833 GWARbar
553 -77.440833 Tarrant's Cafe
554 -77.440833 Quirk Hotel
555 -77.440833 Stoplight Gelato Cafe
556 -77.440833 Virginia Repertory Theatre
557 -77.440833 Salt & Forge
558 -77.440833 Lucy's
559 -77.440833 Charm School
560 -77.440833 Comfort
561 -77.440833 First Fridays Art Walk
562 -77.440833 Steady Sounds
563 -77.440833 Broad Appétit
564 -77.440833 Ledbury
565 -77.440833 Chez Foushee
566 -77.440833 Jkogi
567 -77.440833 Quirk Gallery
568 -77.440833 Quirk Hotel Rooftop
569 -77.440833 Lift Coffee Shop & Café
570 -77.440833 Black Iris
571 -77.440833 Shenanigan Lounge
572 -77.440833 Geektanamo Bay
573 -77.440833 The Space Station
574 -77.440833 Ol' Grant's Bungalo
575 -77.440833 Black History Museum and Cultural Center of Vi...
576 -77.440833 EcoFlats
577 -77.440833 Rita's Palace
578 -77.477778 Maymont
579 -77.477778 Maymont Nature Center
580 -77.477778 North Bank Trail
581 -77.477778 Japanese Garden
582 -77.477778 Children's Farm at Maymont
583 -77.477778 Italian Garden
584 -77.477778 Bamboo Forest
585 -77.477778 Waterfall - Japanese Garden
586 -77.477778 Zen Garden
587 -77.477778 Herbs Galore
588 -77.477778 Hike Of Destiny
589 -77.451380 L'Opossum
590 -77.451380 Mamma Zu
591 -77.451380 Virginia War Memorial
592 -77.451380 Vinyl Conflict
593 -77.451380 The Byrd House Market
594 -77.451380 The Pyramid
595 -77.451380 Fine Food Market
596 -77.451380 La Isla Bonita
597 -77.451380 Oregon Hill Park
598 -77.451380 Holly Street Playground
599 -77.451380 Street Sharkz Clubhouse
600 -77.451380 Gamble's Hill Park
601 -77.451380 Popeye's Pizza
602 -77.451380 Oregon Hill Lookout
603 -77.451380 Extreme Pizza
604 -77.460146 Little Mexico
605 -77.460146 Elephant Thai
606 -77.460146 Beauvine
607 -77.460146 Nirvana Salon And Spa
608 -77.460146 Postbellum
609 -77.460146 City Dogs
610 -77.460146 CapitolMac
611 -77.460146 Canon & Draw Brewing Company
612 -77.460146 The Pyramid
613 -77.460146 Rehab
614 -77.460146 Thomas Square Park
615 -77.460146 Randolph Pool
616 -77.460146 Birdhouse Farmers Market
617 -77.460146 Randolph Street Tennis Courts
618 -77.460146 Kulture VCU
619 -77.460146 Extreme Pizza
620 -77.460146 Downtown Expressway Toll Plaza
621 -77.460146 Mayo's Metropolitan Muscle Haus
622 -77.460146 Gold's Gym
623 -77.460146 Petronius Park
624 -77.460146 Fan Guitar and Ukulele
625 -77.460146 Randloph Park
626 -77.460146 The Boys & Girls Club
627 -77.455833 Coliseum Loft Deli & Market
628 -77.455833 Kuba Kuba
629 -77.455833 Jamaica House
630 -77.455833 Four Brothers Bistro And Grill
631 -77.455833 Edo's Squid
632 -77.455833 Sugar Shack Donuts
633 -77.455833 Firehouse Theatre
634 -77.455833 Christian's Pizza
635 -77.455833 Ipanema Cafe
636 -77.455833 The Village Cafe
637 -77.455833 Red Eye Cookie Company
638 -77.455833 VCU Health Sports Medicine
639 -77.455833 Kung Fu Tea
640 -77.455833 Harrison Street Coffee Shop
641 -77.455833 My Noodle & Bar
642 -77.455833 Starbucks
643 -77.455833 The Camel
644 -77.455833 Barnes & Noble
645 -77.455833 Hibachi Box Fresh Kitchen
646 -77.455833 Which Wich
647 -77.455833 Thai Top Ten
648 -77.455833 Waffle House
649 -77.455833 Bigs BBQ VCU
650 -77.455833 Kroger Fuel
651 -77.455833 Pla-za Art
652 -77.455833 Panda garden
653 -77.455833 Lowe's
654 -77.455833 Classic Rock Coffee
655 -77.455833 U-Haul Moving & Storage at Vcu
656 -77.455833 WRIR Richmond Independent Radio
657 -77.455833 Grace Street Theater
658 -77.455833 Insomnia Cookies
659 -77.455833 Kroger
660 -77.455833 Subway
661 -77.455833 Ki Massage Therapy
662 -77.476667 Virginia Museum of Fine Arts (VMFA)
663 -77.476667 Belmont Butchery
664 -77.476667 Amuse Restaurant (VMFA)
665 -77.476667 Belmont Food Shop
666 -77.476667 Best Café
667 -77.476667 Mongrel
668 -77.476667 The Byrd Theatre
669 -77.476667 Virginia Museum of History & Culture
670 -77.476667 Mellow Mushroom
671 -77.476667 Chop Suey Books
672 -77.476667 World of Mirth
673 -77.476667 Carytown Sushi
674 -77.476667 The Daily Kitchen & Bar
675 -77.476667 Coppola's Deli
676 -77.476667 Ashby
677 -77.476667 Sugar & Twine
678 -77.476667 Bev's Homemade Ice Cream
679 -77.476667 Plan 9 Music
680 -77.476667 Sen Organic Small Plate
681 -77.476667 Can Can Brasserie
682 -77.476667 Fusion Nail Spa
683 -77.476667 Eurotrash, Fluent in European Fashion
684 -77.476667 Commercial Taphouse
685 -77.476667 Perception Organic Spa
686 -77.476667 For The Love of Chocolate
687 -77.476667 Tokyo Market
688 -77.476667 One Eyed Jacques
689 -77.476667 Chiocca's Downstairs Deli & Bar
690 -77.476667 Bamboo Cafe
691 -77.476667 Richmond Road Runner
692 -77.476667 Greek On Cary
693 -77.476667 Citizen Burger Bar
694 -77.476667 The Jasper
695 -77.476667 Early Bird Biscuit Co. and Bakery
696 -77.476667 Rocket Fizz
697 -77.476667 Saint Benedict's Oktoberfest
698 -77.476667 Mom's Siam
699 -77.476667 Bits & Pixels Video Game Store
700 -77.476667 Need Supply Co
701 -77.476667 Galaxy Diner
702 -77.476667 Carytown Cupcakes
703 -77.476667 New York Deli
704 -77.476667 sweetFrog Premium Frozen Yogurt
705 -77.476667 Red Salon Organics
706 -77.476667 McCormack’s Whisky Grill & Smokehouse
707 -77.476667 Halcyon Vintage Clothing
708 -77.476667 Paper Source
709 -77.476667 Bygones Vintage Clothing
710 -77.476667 IMAGO A Salon For Hair
711 -77.476667 The Eatery
712 -77.476667 Orange
713 -77.476667 Cary Court Shopping Center
714 -77.476667 Yoga Source
715 -77.476667 Capital One Café
716 -77.476667 The UPS Store
717 -77.476667 West Elm
718 -77.476667 Thai Diner Too
719 -77.476667 Curbside Cafe
720 -77.476667 Weezie's Kitchen
721 -77.476667 J&K Mobile Munchies
722 -77.476667 Michael Hall's Spoonbread Bistro
723 -77.476667 It! Salon
724 -77.476667 Social52 Kitchen & Craft Bar
725 -77.476667 Cartwheels & Coffee
726 -77.476667 Carytown Bicycle Company
727 -77.476667 The Barre Boutique
728 -77.476667 Momotaro Sushi
729 -77.476667 Clementine
730 -77.476667 Buffalo Exchange
731 -77.476667 fab' rik
732 -77.476667 Metro Bar & Grill
733 -77.476667 Goodwill
734 -77.476667 Grove Avenue
735 -77.476667 Farouk's House of India
736 -77.476667 The One
737 -77.474722 Virginia Museum of Fine Arts (VMFA)
738 -77.474722 Virginia Museum of History & Culture
739 -77.474722 Amuse Restaurant (VMFA)
740 -77.474722 Best Café
741 -77.474722 Deep Groove Records
742 -77.474722 Commercial Taphouse
743 -77.474722 Chiocca's Downstairs Deli & Bar
744 -77.474722 Belmont Butchery
745 -77.474722 Belmont Food Shop
746 -77.474722 Early Bird Biscuit Co. and Bakery
747 -77.474722 Red Salon Organics
748 -77.474722 Akida Japanese
749 -77.474722 McCormack’s Whisky Grill & Smokehouse
750 -77.474722 Starbucks
751 -77.474722 Bamboo Cafe
752 -77.474722 Halcyon Vintage Clothing
753 -77.474722 Saint Benedict's Oktoberfest
754 -77.474722 Curbside Cafe
755 -77.474722 Bandito's Burrito Lounge
756 -77.474722 It! Salon
757 -77.474722 Black Hand Coffee Company
758 -77.474722 Robin Inn
759 -77.474722 Michael Hall's Spoonbread Bistro
760 -77.474722 Buddy's Place
761 -77.474722 Social52 Kitchen & Craft Bar
762 -77.474722 Secco Wine Bar
763 -77.474722 Metro Bar & Grill
764 -77.474722 China Panda
765 -77.474722 Redbox
766 -77.474722 The Barre Boutique
767 -77.474722 Little Saint
768 -77.474722 Grove Avenue
769 -77.474722 The One
770 -77.483889 Dogwood Dell
771 -77.483889 Barker Field Dog Park
772 -77.483889 Arts In The Park
773 -77.483889 Children's Farm at Maymont
774 -77.483889 Pumphouse Park
775 -77.483889 Vita Course
776 -77.483889 Dogwood Dell Stage!
777 -77.483889 Carillon Tot Lot
778 -77.483889 Carillon Trail
779 -77.483889 Kona Ice
780 -77.483889 Spiky Trail
781 -77.484209 Dogwood Dell
782 -77.484209 Barker Field Dog Park
783 -77.484209 Pumphouse Park
784 -77.484209 Children's Farm at Maymont
785 -77.484209 Arts In The Park
786 -77.484209 Carillon Trail
787 -77.484209 Dogwood Dell Stage!
788 -77.484209 Carillon Tot Lot
789 -77.484209 Kona Ice
790 -77.484209 Spiky Trail
791 -77.480222 Mongrel
792 -77.480222 The Byrd Theatre
793 -77.480222 Can Can Brasserie
794 -77.480222 World of Mirth
795 -77.480222 Chop Suey Books
796 -77.480222 Mellow Mushroom
797 -77.480222 Carytown Sushi
798 -77.480222 For The Love of Chocolate
799 -77.480222 Ashby
800 -77.480222 The Daily Kitchen & Bar
801 -77.480222 Greek On Cary
802 -77.480222 Plan 9 Music
803 -77.480222 Eurotrash, Fluent in European Fashion
804 -77.480222 Bev's Homemade Ice Cream
805 -77.480222 The Jasper
806 -77.480222 Coppola's Deli
807 -77.480222 Sugar & Twine
808 -77.480222 Fusion Nail Spa
809 -77.480222 One Eyed Jacques
810 -77.480222 Belmont Butchery
811 -77.480222 Sen Organic Small Plate
812 -77.480222 Perception Organic Spa
813 -77.480222 Rocket Fizz
814 -77.480222 Citizen Burger Bar
815 -77.480222 Richmond Road Runner
816 -77.480222 Galaxy Diner
817 -77.480222 sweetFrog Premium Frozen Yogurt
818 -77.480222 Carytown Cupcakes
819 -77.480222 Tokyo Market
820 -77.480222 Babe's of Carytown
821 -77.480222 Belmont Food Shop
822 -77.480222 Need Supply Co
823 -77.480222 Bits & Pixels Video Game Store
824 -77.480222 Cary Court Shopping Center
825 -77.480222 Yoga Source
826 -77.480222 Paper Source
827 -77.480222 Mom's Siam
828 -77.480222 New York Deli
829 -77.480222 Orange
830 -77.480222 Bygones Vintage Clothing
831 -77.480222 The Eatery
832 -77.480222 West Elm
833 -77.480222 Carytown Farmer's Market
834 -77.480222 All Fired Up
835 -77.480222 Weezie's Kitchen
836 -77.480222 J&K Mobile Munchies
837 -77.480222 The UPS Store
838 -77.480222 Capital One Café
839 -77.480222 Mary Angela's Pizza Subs & Pasta
840 -77.480222 Thai Diner Too
841 -77.480222 Avail Vapor
842 -77.480222 7-Eleven
843 -77.480222 Ginger Thai
844 -77.480222 Carytown Bicycle Company
845 -77.480222 Zzaam! Fresh Korean Grill
846 -77.480222 Cartwheels & Coffee
847 -77.480222 Franklin Goose
848 -77.480222 Clementine
849 -77.480222 Cary Street Café
850 -77.480222 Buffalo Exchange
851 -77.480222 Momotaro Sushi
852 -77.480222 Tulsi Indian Cuisine
853 -77.480222 The Barre Boutique
854 -77.480222 Amici Ristorante
855 -77.480222 fab' rik
856 -77.480222 Goodwill
857 -77.480222 Farouk's House of India
858 -77.480222 Jimmy John's
859 -77.480222 Ten Thousand Villages
860 -77.480222 Dory's Kitchen
861 -77.480222 Hip to be Round
862 -77.480222 De'COR design center of richmond
863 -77.480222 Mirus Massage
864 -77.480222 Studio K. By Kambourian Jewelers
865 -77.480222 Traveling Chic Boutique
866 -77.480222 LeenaLu
867 -77.480222 Swarzchilds Jewelry
868 -77.480222 Roan
869 -77.480222 Fire & Hops Pizza Co.
870 -77.480222 Grillacarillo's
871 -77.480222 Tom French Flowers
872 -77.480222 The Pit And The Peel
873 -77.480222 The One
874 -77.480222 Premiere Costumes
875 -77.479444 Chiocca's Downstairs Deli & Bar
876 -77.479444 Belmont Pizzeria
877 -77.479444 North End Juice Bar
878 -77.479444 Akida Japanese
879 -77.479444 Virginia Museum of History & Culture
880 -77.479444 Black Hand Coffee Company
881 -77.479444 The Franklin Inn
882 -77.479444 Saint Benedict's Oktoberfest
883 -77.479444 Buddy's Place
884 -77.479444 China Panda
885 -77.479444 Redbox
886 -77.479444 Arianna's Grill
887 -77.479444 Grove Avenue
888 -77.479444 The Dog Run Of Kensington Avenue
889 -77.479444 Little Secret Fitness
890 -77.479444 Marpay Massage Therapy
891 -77.486744 East Coast Provisions
892 -77.486744 Garden Grove Brewing Company
893 -77.486744 Mary Angela's Pizza Subs & Pasta
894 -77.486744 Penzeys Spices
895 -77.486744 All Fired Up
896 -77.486744 City Stadium
897 -77.486744 Avail Vapor
898 -77.486744 Carytown Farmer's Market
899 -77.486744 Nacho Mama's
900 -77.486744 Franklin Goose
901 -77.486744 Zzaam! Fresh Korean Grill
902 -77.486744 Kroger
903 -77.486744 7-Eleven
904 -77.486744 Dogma
905 -77.486744 Burger Bach
906 -77.486744 Xtra's Cafe
907 -77.486744 Carytown Burgers & Fries
908 -77.486744 Home Sweet Home
909 -77.486744 Amici Ristorante
910 -77.486744 Döner Kebab
911 -77.486744 Philly Steak And Gyros
912 -77.486744 Jimmy John's
913 -77.486744 McDonald's
914 -77.486744 Richmond Little League-Machine Pitch
915 -77.486744 Premiere Costumes
916 -77.486744 The Pit And The Peel
917 -77.498333 HARPS Foundation
918 -77.498333 Schwartzchild
919 -77.498333 109 and a Half
920 -77.432500 Cherub Records
921 -77.432500 Goal Post Restaurant & Lounge
922 -77.439722 Popeyes Louisiana Kitchen
923 -77.439722 subway
924 -77.439722 Captain D's
925 -77.439722 Battery Park
926 -77.439722 Battery Park Pool
927 -77.439722 Burger King®
928 -77.440739 Northside Dog Park
929 -77.440739 Henderson Sports Center
930 -77.426555 Cha Cha's
931 -77.426555 Hotchkiss Pool
932 -77.426555 broad rock park
933 -77.415430 Mark’s Magical Musical Mystery Tour
934 -77.415430 Highland Gardens
935 -77.415430 Carolyns-Catering
936 -77.415430 Rutherford supply
937 -77.415430 Gate 4
938 -77.418056 Libby Hill Park
939 -77.418056 The Hill Cafe
940 -77.418056 Proper Pie Co.
941 -77.418056 Millie's
942 -77.418056 Dutch & Co.
943 -77.418056 Well-Made Pastry Alliance
944 -77.418056 Era Vintage
945 -77.418056 Poe's Pub
946 -77.418056 St. John's Church
947 -77.418056 23rd & Main Taproom
948 -77.418056 Liberty Public House
949 -77.418056 Patrick Henry's Pub & Grille
950 -77.418056 Temple
951 -77.418056 Great Shiplock Park
952 -77.418056 CVS pharmacy
953 -77.418056 Bookbinder's Restaurant
954 -77.418056 Redbox
955 -77.418056 Starbucks
956 -77.418056 Str8 Out Of Philly
957 -77.418056 Hog On The Hill
958 -77.418056 It Must Be Heaven
959 -77.418056 Farm Fresh
960 -77.418056 CSX Coney Island
961 -77.418056 Subway
962 -77.398242 Family Dollar
963 -77.398242 Happy Brothers
964 -77.398242 OMG Convenience Store
965 -77.398242 Wan Jing Lou
966 -77.398242 Inner City Blues Home of Carolina Barbecue
967 -77.408889 Robinson Theater
968 -77.408889 Ethel Bailey Furman Memorial Park
969 -77.408889 Bus Stop
970 -77.408889 Virginia ABC Store #187
971 -77.408889 DaVinci
972 -77.408889 Urban Set Bride
973 -77.396667 Pizza Hut
974 -77.396667 Subway
975 -77.396667 Food Lion Grocery Store
976 -77.396667 7-Eleven
977 -77.396667 Strange's Florist
978 -77.396667 Oak Hill Plaza
979 -77.396667 Hawks BBQ
980 -77.396667 Taylors barbershop
981 -77.413056 Sandra's kitchen
982 -77.413056 Sandra's Soul Food
983 -77.413056 Market Place #14
984 -77.413056 Stop & Go
985 -77.413056 Rambo's Drywall
986 -77.416944 Libby Hill Park
987 -77.416944 The Hill Cafe
988 -77.416944 Millie's
989 -77.416944 Poe's Pub
990 -77.416944 Well-Made Pastry Alliance
991 -77.416944 Dutch & Co.
992 -77.416944 Proper Pie Co.
993 -77.416944 Chimborazo Park
994 -77.416944 Grisette
995 -77.416944 Era Vintage
996 -77.416944 Alewife
997 -77.416944 Great Shiplock Park
998 -77.416944 Temple
999 -77.416944 CVS pharmacy
1000 -77.416944 Str8 Out Of Philly
1001 -77.416944 Hog On The Hill
1002 -77.416944 CSX Coney Island
1003 -77.416944 Chimborazo Hospital National Park
1004 -77.416944 It Must Be Heaven
1005 -77.420998 Oldest Commercial Building in Richmond
1006 -77.400833 Bill Robinson Park
1007 -77.400833 Oakwood Playground
1008 -77.424722 Church Hill Lookout
1009 -77.424722 Grace Noodle
1010 -77.424722 Honey Whyte's
1011 -77.424722 Grandstaff & Stein
1012 -77.424722 Station 2
1013 -77.424722 Whisk Bakery
1014 -77.424722 Ironclad Coffee
1015 -77.424722 Nota Bene Restaurant & Bar
1016 -77.424722 23rd & Main Taproom
1017 -77.424722 Julep's New Southern Cuisine
1018 -77.424722 Virginia Holocaust Museum
1019 -77.424722 The Edgar Allan Poe Museum
1020 -77.424722 Lulu's
1021 -77.424722 Richmond Balance
1022 -77.424722 Sumo San
1023 -77.424722 Rosie Connolly's
1024 -77.424722 southern kitchen
1025 -77.424722 25 Watt
1026 -77.424722 Tio Pablo
1027 -77.424722 Patrick Henry's Pub & Grille
1028 -77.424722 Kulture
1029 -77.424722 Bottoms Up Pizza
1030 -77.424722 On the ROX
1031 -77.424722 Addis Ethiopian Restaurant
1032 -77.424722 Havana '59
1033 -77.424722 St. John's Church
1034 -77.424722 East Villa Restaurant
1035 -77.424722 Virginia ABC Store
1036 -77.424722 Hot Chick
1037 -77.424722 Jefferson Park
1038 -77.424722 McCormack's Irish Pub
1039 -77.424722 17th Street Farmer's Market
1040 -77.424722 Tk's
1041 -77.424722 Bookbinder's Restaurant
1042 -77.424722 Richmond Cigar Factory
1043 -77.424722 2001 East
1044 -77.424722 CVS pharmacy
1045 -77.424722 Starbucks
1046 -77.424722 Redbox
1047 -77.424722 The Bench
1048 -77.424722 Garbers Practice Spaces
1049 -77.424722 Farm Fresh
1050 -77.424722 The River Lofts at Tobacco Row - Consolidated ...
1051 -77.424722 The Twenty-Three Hundred Club
1052 -77.424722 Subway
1053 -77.424722 Farmers Market Parking
1054 -77.424722 St. John's Mews
1055 -77.424722 East Broad
1056 -77.424722 C&O Church Hill Tunnel Western Portal
1057 -77.424722 The Berkley Hotel
1058 -77.424278 Honey Whyte's
1059 -77.424278 23rd & Main Taproom
1060 -77.424278 Grandstaff & Stein
1061 -77.424278 Whisk Bakery
1062 -77.424278 Station 2
1063 -77.424278 Nota Bene Restaurant & Bar
1064 -77.424278 Virginia Holocaust Museum
1065 -77.424278 Church Hill Lookout
1066 -77.424278 Grace Noodle
1067 -77.424278 Millie's
1068 -77.424278 The Edgar Allan Poe Museum
1069 -77.424278 Bookbinder's Restaurant
1070 -77.424278 CVS pharmacy
1071 -77.424278 St. John's Church
1072 -77.424278 Virginia ABC Store
1073 -77.424278 Patrick Henry's Pub & Grille
1074 -77.424278 Richmond Balance
1075 -77.424278 southern kitchen
1076 -77.424278 Great Shiplock Park
1077 -77.424278 Kulture
1078 -77.424278 East Villa Restaurant
1079 -77.424278 Poe's Pub
1080 -77.424278 Starbucks
1081 -77.424278 Redbox
1082 -77.424278 Rooftop Pool at American Tobacco Center
1083 -77.424278 2001 East
1084 -77.424278 Sweet Teas Southern Cuisine
1085 -77.424278 The Pizza Place
1086 -77.424278 Wonderland
1087 -77.424278 Farm Fresh
1088 -77.424278 Farmers Market Parking
1089 -77.424278 River Walk
1090 -77.424278 Garbers Practice Spaces
1091 -77.424278 The River Lofts at Tobacco Row - Consolidated ...
1092 -77.424278 The Berkley Hotel
1093 -77.424278 Subway
1094 -77.424278 Chrissy and Chicken's Apartment
1095 -77.424278 The Lofts at Canal Walk Pool
1096 -77.424278 The River Lofts - Kinney Gym
1097 -77.424278 The Twenty-Three Hundred Club
1098 -77.424278 The Bench
1099 -77.424278 Chapel Island
1100 -77.424278 St. John's Mews
1101 -77.424278 East Broad
1102 -77.424278 James River
1103 -77.418056 Metzger Bar & Butchery
1104 -77.418056 Union Market
1105 -77.418056 Alamo BBQ
1106 -77.418056 Sub Rosa Bakery
1107 -77.418056 The Roosevelt
1108 -77.418056 Liberty Public House
1109 -77.418056 Jefferson Park
1110 -77.418056 Pomona Plants
1111 -77.418056 Cedar St
1112 -77.418056 Cheech Mart
1113 -77.418056 Dear Neighbor
1114 -77.418056 Ardent Craft Ales
1115 -77.418056 The Deathstar
1116 -77.418056 C&O Church Hill Tunnel Western Portal
1117 -77.424722 Church Hill Lookout
1118 -77.424722 Grace Noodle
1119 -77.424722 Honey Whyte's
1120 -77.424722 Grandstaff & Stein
1121 -77.424722 Station 2
1122 -77.424722 Whisk Bakery
1123 -77.424722 Ironclad Coffee
1124 -77.424722 Nota Bene Restaurant & Bar
1125 -77.424722 23rd & Main Taproom
1126 -77.424722 Julep's New Southern Cuisine
1127 -77.424722 Virginia Holocaust Museum
1128 -77.424722 The Edgar Allan Poe Museum
1129 -77.424722 Lulu's
1130 -77.424722 Richmond Balance
1131 -77.424722 Sumo San
1132 -77.424722 Rosie Connolly's
1133 -77.424722 southern kitchen
1134 -77.424722 25 Watt
1135 -77.424722 Tio Pablo
1136 -77.424722 Patrick Henry's Pub & Grille
1137 -77.424722 Kulture
1138 -77.424722 Bottoms Up Pizza
1139 -77.424722 On the ROX
1140 -77.424722 Addis Ethiopian Restaurant
1141 -77.424722 Havana '59
1142 -77.424722 St. John's Church
1143 -77.424722 East Villa Restaurant
1144 -77.424722 Virginia ABC Store
1145 -77.424722 Hot Chick
1146 -77.424722 Jefferson Park
1147 -77.424722 McCormack's Irish Pub
1148 -77.424722 17th Street Farmer's Market
1149 -77.424722 Tk's
1150 -77.424722 Bookbinder's Restaurant
1151 -77.424722 Richmond Cigar Factory
1152 -77.424722 2001 East
1153 -77.424722 CVS pharmacy
1154 -77.424722 Starbucks
1155 -77.424722 Redbox
1156 -77.424722 The Bench
1157 -77.424722 Garbers Practice Spaces
1158 -77.424722 Farm Fresh
1159 -77.424722 The River Lofts at Tobacco Row - Consolidated ...
1160 -77.424722 The Twenty-Three Hundred Club
1161 -77.424722 Subway
1162 -77.424722 Farmers Market Parking
1163 -77.424722 St. John's Mews
1164 -77.424722 East Broad
1165 -77.424722 C&O Church Hill Tunnel Western Portal
1166 -77.424722 The Berkley Hotel
1167 -77.444167 Brewer's Cafe
1168 -77.444167 Croaker's Spot Restaurant
1169 -77.444167 Dogtown Dance Theatre
1170 -77.444167 Ironclad Pizza Grill
1171 -77.444167 Family Dollar
1172 -77.444167 McDonald's
1173 -77.444167 Bainbridge
1174 -77.444167 Manchester Dog Park
1175 -77.444167 Mcdonough Market
1176 -77.444167 Snake Oil Recording Studio
1177 -77.430611 Triple Stamp Press
1178 -77.430611 Signal @ Rockets
1179 -77.430611 Stella 360
1180 -77.441389 Croaker's Spot Restaurant
1181 -77.441389 Brewer's Cafe
1182 -77.441389 Camden's Dogtown Market
1183 -77.441389 Legend Brewing Company
1184 -77.441389 Ironclad Pizza Grill
1185 -77.441389 Art Works
1186 -77.441389 McDonald's
1187 -77.480000 42nd St
1188 -77.480000 Wayside Spring
1189 -77.480000 Forest Hill Presbyterian Dog Park/Phideaux Field
1190 -77.480000 42nd St. Island
1191 -77.523866 Bohemian Jewel Boutique
1192 -77.523866 joe's italian grill
1193 -77.462222 Fonticello Park (Carter Jones Park)
1194 -77.507222 Willow Oaks Country Club
1195 -77.507222 Monticello
1196 -77.507222 Erins Healing Hands
1197 -77.507222 Richmond Christian School Banquet
1198 -77.454722 2000 Riverside
1199 -77.454722 Rocks On The James
1200 -77.454722 Dollar Tree
1201 -77.454722 Semmes & Corwardin
1202 -77.454722 Yum Restaurant
1203 -77.543889 Providence Middle School Football Field
1204 -77.543889 Clean Cuts Tree Service LLC
1205 -77.513802 Noble's Inn Bar And Restaurant
1206 -77.513802 The Preston Estate
1207 -77.447500 Ginter Park
1208 -77.447500 Lewis Ginter Recreation Association
1209 -77.447500 Richmond Kickers Field
1210 -77.447500 Union-PSCE Playground
1211 -77.447500 Budget Blinds
1212 -77.437778 Dollar General
1213 -77.437778 Pizza Hut
1214 -77.437778 PTR Tub & Tile Restoration
1215 -77.447222 Ginter Park
1216 -77.447222 Richmond Kickers Field
1217 -77.447222 Union-PSCE Playground
1218 -77.447222 Lewis Ginter Recreation Association
1219 -77.447222 Our House Massage Therapy
1220 -77.447222 Budget Blinds
1221 -77.462547 Holton Elementary School Playground
1222 -77.456389 Zacharias Ganey Health Institute
1223 -77.456389 ginter gym
1224 -77.447620 Family Secrets Restaurant
1225 -77.447620 Pine Camp Cultural Arts Center
1226 -77.447620 Dollar Tree
1227 -77.447620 Food Lion Grocery Store
1228 -77.447620 Goodwill
1229 -77.447620 KFC
1230 -77.447620 Family Dollar
1231 -77.447620 Our Store
1232 -77.447620 TJ Nails
1233 -77.447620 Subway
1234 -77.447620 Ducqworks Computer Services
1235 -77.447620 Red House
1236 -77.447620 Panhandler corner
1237 -77.455000 crowefest
1238 -77.455000 Scottish Inns
1239 -77.475833 The Hermitage Grill
1240 -77.475833 Hobnob
1241 -77.475833 Hermitage Grocery
1242 -77.475833 WAKA Kickball
1243 -77.575833 Balkan Restaurant
1244 -77.575833 YMCA
1245 -77.575833 Tokyo Joe
1246 -77.575833 Tiki-Tiki
1247 -77.575833 CVS pharmacy
1248 -77.575833 Papa John's Pizza
1249 -77.575833 Dollar Tree
1250 -77.575833 Tuckahoe Seafood
1251 -77.575833 TD's Smokehouse BBQ
1252 -77.575833 The Market Place
1253 -77.575833 Endorphin Fitness
1254 -77.575833 Rose Marie Inn
1255 -77.575833 KFC
1256 -77.575833 Frantz Lozus Entertainment
1257 -77.575833 Photography by Rasool
1258 -77.575833 YMCA Lap Pool
1259 -77.558333 C'est Le Vin
1260 -77.558333 Chestnut Oaks Recreation Association
1261 -77.449667 Velocity Comics
1262 -77.449667 The Lab by Alchemy Coffee
1263 -77.449667 Jamaica House
1264 -77.449667 CAVA
1265 -77.449667 Ipanema Cafe
1266 -77.449667 Barnes & Noble
1267 -77.449667 Cold Stone Creamery
1268 -77.449667 Five Guys
1269 -77.449667 Edo's Squid
1270 -77.449667 Asado
1271 -77.449667 Kung Fu Tea
1272 -77.449667 Red Eye Cookie Company
1273 -77.449667 The Village Cafe
1274 -77.449667 Chipotle Mexican Grill
1275 -77.449667 Christian's Pizza
1276 -77.449667 Coliseum Loft Deli & Market
1277 -77.449667 Rumors Boutique
1278 -77.449667 Harrison Street Coffee Shop
1279 -77.449667 Institute for Contemporary Art at VCU
1280 -77.449667 Deep Run Roadhouse
1281 -77.449667 Panera Bread
1282 -77.449667 Aladdin Express
1283 -77.449667 Dunkin'
1284 -77.449667 Thai Top Ten
1285 -77.449667 Hibachi Box Fresh Kitchen
1286 -77.449667 Panda Express
1287 -77.449667 VCU Health Sports Medicine
1288 -77.449667 Bigs BBQ VCU
1289 -77.449667 Pla-za Art
1290 -77.449667 Which Wich
1291 -77.449667 AT&T
1292 -77.449667 Panda garden
1293 -77.449667 Noodles & Company
1294 -77.449667 Insomnia Cookies
1295 -77.449667 Pizza Hut
1296 -77.449667 Waffle House
1297 -77.449667 Grace Street Theater
1298 -77.449667 IHOP
1299 -77.449667 Tropical Smoothie Café
1300 -77.449667 QDOBA Mexican Eats
1301 -77.449667 Subway
1302 -77.449667 Classic Rock Coffee
1303 -77.449667 Kroger
1304 -77.449667 The Chocolate Wonderland Brothel
1305 -77.449667 Xscape
1306 -77.449667 St Joseph Memorial Park
1307 -77.449667 Park plaza belvidere
1308 -77.449667 Rita's Palace
1309 -77.449667 Delta V Motorsports
1310 -77.506111 Paragon Cafe
1311 -77.506111 Dancing dingo
1312 -77.506111 IRS Tax Settlement Attorneys
1313 -77.445278 Tredegar Iron Works
1314 -77.445278 Virginia War Memorial
1315 -77.445278 Brown's Island
1316 -77.445278 The American Civil War Center At Historic Tred...
1317 -77.445278 Richmond Ballet
1318 -77.445278 L'Opossum
1319 -77.445278 Civil War BRIDGE
1320 -77.445278 Delta Hotels by Marriott Richmond Downtown
1321 -77.445278 Friday Cheers
1322 -77.445278 Gamble's Hill Park
1323 -77.445278 National Park Service Visitors Center
1324 -77.445278 Fireworks On The James
1325 -77.445278 The Rope Swing
1326 -77.445278 Holiday Inn Express Richmond - Downtown
1327 -77.445278 John Smith Trail
1328 -77.445278 pipe line trail
1329 -77.445278 Oregon Hill Park
1330 -77.445278 Yacht Rock
1331 -77.413889 The Boathouse at Rocketts Landing
1332 -77.413889 Conch Republic Rocketts
1333 -77.413889 The Mariners Club
1334 -77.413889 Church Hill Park
1335 -77.413889 Willie's
1336 -77.413889 Stanley Martin Homes at Riverwalk at Rocketts ...
1337 -77.413889 Virginia Boat Club Boathouse @ Rocketts Landing
1338 -77.413889 James River Rockett's Landing
1339 -77.413889 Dragon Boat Races @ Rocketts Landing
1340 -77.413889 Rocketts Landing Volleyball
1341 -77.472500 Ardent Craft Ales Brewery
1342 -77.472500 ZZQ Texas Craft Barbeque
1343 -77.472500 Stella’s Grocery
1344 -77.472500 The Veil Brewing Co.
1345 -77.472500 The Circuit - Arcade Bar
1346 -77.472500 The Dairy Bar
1347 -77.472500 LUNCH. | SUPPER!
1348 -77.472500 The Yoga Dojo
1349 -77.472500 Tazza Kitchen
1350 -77.472500 Väsen Brewing Company
1351 -77.472500 Studio Two Three
1352 -77.472500 Blue Bee Cider
1353 -77.472500 King Of Pops
1354 -77.472500 Don’t Look Back Triple
1355 -77.472500 Infuzion Richmond
1356 -77.472500 Lemon Indian Cuisine
1357 -77.472500 Boulevard Burger & Brew
1358 -77.472500 Gelati Celesti
1359 -77.472500 Brenner Pass
1360 -77.472500 Moore Street Cafe
1361 -77.472500 Tang & Biscuit
1362 -77.472500 Fat Dragon Chinese Kitchen and Bar
1363 -77.472500 Blanchard’s Coffee
1364 -77.472500 Virginia ABC Store
1365 -77.472500 Buskey Cider
1366 -77.472500 Crossfit Full Circle
1367 -77.472500 Lamplighter Roasting Company
1368 -77.472500 Black Heath Meadery
1369 -77.472500 Infuzion
1370 -77.472500 McLean's Restaurant
1371 -77.472500 Bow Tie Movieland at Boulevard Square
1372 -77.472500 Richmond Wine Station
1373 -77.472500 Isley Brewing Company
1374 -77.472500 Three Notch'd Brewing Company RVA Collab House
1375 -77.472500 Potbelly Sandwich Shop
1376 -77.472500 Strangeways Brewing
1377 -77.472500 Richmond Triangle Players Theatre
1378 -77.472500 The Urban Farmhouse Market & Cafe
1379 -77.472500 Crunch Fitness - Scott's Addition
1380 -77.472500 Idle Hands Bread Company
1381 -77.472500 X-Team Fitness
1382 -77.472500 Class And Trash
1383 -77.472500 ABUslavia
1384 -77.472500 Discount Medical Supply
1385 -77.472500 Venture X Richmond
1386 -77.472500 Richards Rendezvous
1387 -77.468611 Texas Beach
1388 -77.468611 Treasure Island Community Skatepark
1389 -77.468611 North Bank Park
1390 -77.468611 Charles Luck Stone Center
1391 -77.486667 Stella's
1392 -77.486667 Stella's Grocery
1393 -77.486667 Westminster Presbyterian Church
1394 -77.378333 Hong Kong
1395 -77.378333 Redbox
1396 -77.378333 Shell
1397 -77.378333 Williamsburg Road Tire Service
1398 -77.378333 Keke's Place
1399 -77.378333 Food Lion Grocery Store
1400 -77.413889 The Boathouse at Rocketts Landing
1401 -77.413889 Conch Republic Rocketts
1402 -77.413889 The Mariners Club
1403 -77.413889 Church Hill Park
1404 -77.413889 Willie's
1405 -77.413889 Stanley Martin Homes at Riverwalk at Rocketts ...
1406 -77.413889 Virginia Boat Club Boathouse @ Rocketts Landing
1407 -77.413889 James River Rockett's Landing
1408 -77.413889 Dragon Boat Races @ Rocketts Landing
1409 -77.413889 Rocketts Landing Volleyball
1410 -77.413889 The Boathouse at Rocketts Landing
1411 -77.413889 Conch Republic Rocketts
1412 -77.413889 The Mariners Club
1413 -77.413889 Church Hill Park
1414 -77.413889 Willie's
1415 -77.413889 Stanley Martin Homes at Riverwalk at Rocketts ...
1416 -77.413889 Virginia Boat Club Boathouse @ Rocketts Landing
1417 -77.413889 James River Rockett's Landing
1418 -77.413889 Dragon Boat Races @ Rocketts Landing
1419 -77.413889 Rocketts Landing Volleyball
1420 -77.445556 Shell
1421 -77.445556 U-Haul Moving & Storage at Dupont
1422 -77.445556 Dunkin'
1423 -77.445556 Howard Johnson
1424 -77.445556 Jefferson Davis Flea Market
1425 -77.474444 Beulah Pool
1426 -77.568889 Just like Mama Did It cleaning services
1427 -77.584444 Lake Cherokee
1428 -77.584444 Endorphin Fitness River Party
1429 -77.434167 Kahnee's Korner
1430 -77.434167 Don Pedro's
1431 -77.434167 Taylor Construction Services Heating & Air Con...
1432 -77.430829 Barnes & Noble
1433 -77.430829 The Valentine
1434 -77.430829 The National
1435 -77.430829 Christopher's Runaway Gourmay
1436 -77.430829 Confederate White House
1437 -77.430829 The Library of Virginia
1438 -77.430829 Vagabond
1439 -77.430829 Panera Bread
1440 -77.430829 Starbucks
1441 -77.430829 Chick-fil-A
1442 -77.430829 The American Civil War Museum
1443 -77.430829 John Marshall House
1444 -77.430829 Subway
1445 -77.430829 Richmond City Hall Observation Deck
1446 -77.430829 MCV Campus Recreation & Aquatic Center
1447 -77.430829 VCU Main Hospital Cafeteria
1448 -77.430829 Einstein Bros Bagels
1449 -77.430829 Richmond Marriott Hotel Concierge Lounge
1450 -77.430829 Au Bon Pain
1451 -77.430829 Wendy’s
1452 -77.430829 Marriott Fitness Center
1453 -77.431389 The National
1454 -77.431389 Barnes & Noble
1455 -77.431389 The Valentine
1456 -77.431389 The Library of Virginia
1457 -77.431389 Christopher's Runaway Gourmay
1458 -77.431389 Confederate White House
1459 -77.431389 Vagabond
1460 -77.431389 Starbucks
1461 -77.431389 Panera Bread
1462 -77.431389 Chick-fil-A
1463 -77.431389 Richmond Marriott
1464 -77.431389 The American Civil War Museum
1465 -77.431389 John Marshall House
1466 -77.431389 Richmond City Hall Observation Deck
1467 -77.431389 Subway
1468 -77.431389 MCV Campus Recreation & Aquatic Center
1469 -77.431389 Einstein Bros Bagels
1470 -77.431389 Richmond Marriott Hotel Concierge Lounge
1471 -77.431389 Au Bon Pain
1472 -77.431389 Wendy’s
1473 -77.431389 Marriott Fitness Center
1474 -77.431389 Stage Right
1475 -77.425556 Petersburg Amtrak Station (PTB)
1476 -77.425556 Ettrick Deli
1477 -77.425556 ETTRICK PARK
1478 -77.425556 Jeffs Place
1479 -77.470556 The Rock!
1480 -77.459985 Signal @ Centrailia
1481 -77.459985 Centralia Rd Railroad Crossing
1482 -77.410556 Cookout
1483 -77.410556 Vincenzo's Italian Restaurant
1484 -77.410556 Wawa
1485 -77.410556 CVS pharmacy
1486 -77.410556 7-Eleven
1487 -77.410556 Timothy's Home Improvement
1488 -77.719444 Barker Family Farm
Venue Latitude Venue Longitude \
0 38.906608 -77.183454
1 38.907735 -77.188073
2 37.660362 -77.486144
3 37.657517 -77.483521
4 37.657393 -77.482361
5 37.655975 -77.487693
6 37.699866 -77.608405
7 37.698001 -77.612914
8 37.697152 -77.608220
9 37.697395 -77.606771
10 37.693568 -77.610475
11 37.699996 -77.615204
12 37.646619 -77.585330
13 37.647829 -77.585885
14 37.648287 -77.583990
15 37.648371 -77.583921
16 37.647806 -77.585586
17 37.647904 -77.584680
18 37.647938 -77.583974
19 37.648374 -77.583947
20 37.646324 -77.582794
21 37.647898 -77.584425
22 37.648484 -77.589909
23 37.648726 -77.585410
24 37.647808 -77.585444
25 37.647841 -77.584367
26 37.645303 -77.583112
27 37.645527 -77.582985
28 37.646100 -77.582781
29 37.647440 -77.582221
30 37.649427 -77.582709
31 37.648641 -77.585288
32 37.649394 -77.582542
33 37.647896 -77.580932
34 37.646246 -77.582771
35 37.649035 -77.584241
36 37.645698 -77.584850
37 37.648161 -77.581694
38 37.647965 -77.584240
39 37.648749 -77.585483
40 37.649777 -77.584066
41 37.645735 -77.582903
42 37.644499 -77.584945
43 37.646359 -77.584227
44 37.648271 -77.582372
45 37.648188 -77.587715
46 37.646366 -77.583785
47 37.649649 -77.584077
48 37.644908 -77.585239
49 37.648415 -77.584543
50 37.648415 -77.584543
51 37.648530 -77.585262
52 37.646338 -77.583800
53 37.648476 -77.589896
54 37.646824 -77.582676
55 37.651068 -77.586981
56 37.649495 -77.582583
57 37.651111 -77.587125
58 37.651123 -77.587013
59 37.651169 -77.586794
60 37.643848 -77.585213
61 37.646397 -77.591591
62 37.650837 -77.582820
63 37.659541 -77.627897
64 37.659354 -77.626808
65 37.659257 -77.628371
66 37.659456 -77.621969
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1278 37.550584 -77.453548
1279 37.548816 -77.447951
1280 37.549431 -77.449311
1281 37.549533 -77.450022
1282 37.549773 -77.449159
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1284 37.550211 -77.452166
1285 37.550520 -77.453305
1286 37.550122 -77.451498
1287 37.553458 -77.454634
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1289 37.550504 -77.452657
1290 37.552194 -77.453482
1291 37.550382 -77.450377
1292 37.551131 -77.452801
1293 37.549438 -77.450346
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1295 37.549477 -77.450012
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1297 37.550864 -77.452526
1298 37.548916 -77.450047
1299 37.550236 -77.450198
1300 37.550403 -77.450466
1301 37.551967 -77.452063
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1306 37.553561 -77.444888
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1311 37.608120 -77.502339
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1327 37.534496 -77.447504
1328 37.534359 -77.448233
1329 37.536632 -77.450186
1330 37.541033 -77.445622
1331 37.518090 -77.416029
1332 37.517653 -77.415981
1333 37.516659 -77.414879
1334 37.516161 -77.414492
1335 37.517517 -77.415563
1336 37.512357 -77.415387
1337 37.518072 -77.416074
1338 37.518968 -77.416230
1339 37.519131 -77.416224
1340 37.519348 -77.416101
1341 37.568641 -77.472279
1342 37.568689 -77.471541
1343 37.570181 -77.472999
1344 37.568579 -77.475317
1345 37.567578 -77.471710
1346 37.570677 -77.472949
1347 37.565618 -77.473137
1348 37.566532 -77.473860
1349 37.569922 -77.473904
1350 37.570016 -77.472797
1351 37.568533 -77.473964
1352 37.566595 -77.472177
1353 37.565849 -77.471141
1354 37.567246 -77.475981
1355 37.569037 -77.474306
1356 37.566282 -77.475260
1357 37.566929 -77.468110
1358 37.567653 -77.467665
1359 37.570487 -77.469345
1360 37.566851 -77.468598
1361 37.571284 -77.473407
1362 37.565601 -77.468570
1363 37.565228 -77.474093
1364 37.565585 -77.473862
1365 37.566041 -77.469202
1366 37.571351 -77.475014
1367 37.569127 -77.468484
1368 37.565464 -77.471299
1369 37.569089 -77.474323
1370 37.565855 -77.474759
1371 37.567218 -77.467139
1372 37.564438 -77.472329
1373 37.568936 -77.468588
1374 37.564432 -77.472358
1375 37.567852 -77.467512
1376 37.567894 -77.471485
1377 37.565255 -77.471880
1378 37.568442 -77.468851
1379 37.568910 -77.477466
1380 37.567291 -77.471443
1381 37.566429 -77.470006
1382 37.568541 -77.467861
1383 37.569260 -77.467976
1384 37.566400 -77.468440
1385 37.570332 -77.467931
1386 37.569410 -77.467153
1387 37.530727 -77.469164
1388 37.531554 -77.469438
1389 37.532513 -77.469347
1390 37.532119 -77.472452
1391 37.567543 -77.486253
1392 37.567407 -77.486318
1393 37.569836 -77.487701
1394 37.516757 -77.376189
1395 37.518332 -77.375207
1396 37.518078 -77.379006
1397 37.518000 -77.378157
1398 37.518001 -77.378589
1399 37.516653 -77.375770
1400 37.518090 -77.416029
1401 37.517653 -77.415981
1402 37.516659 -77.414879
1403 37.516161 -77.414492
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1413 37.516161 -77.414492
1414 37.517517 -77.415563
1415 37.512357 -77.415387
1416 37.518072 -77.416074
1417 37.518968 -77.416230
1418 37.519131 -77.416224
1419 37.519348 -77.416101
1420 37.450025 -77.441784
1421 37.451271 -77.442331
1422 37.450050 -77.441716
1423 37.447145 -77.441715
1424 37.445595 -77.443135
1425 37.427039 -77.473119
1426 37.521844 -77.570708
1427 37.554112 -77.580446
1428 37.558483 -77.584284
1429 37.404324 -77.433434
1430 37.406347 -77.433692
1431 37.406990 -77.436470
1432 37.543331 -77.429030
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1434 37.541893 -77.435332
1435 37.540221 -77.430857
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1437 37.541175 -77.434046
1438 37.542040 -77.435606
1439 37.540031 -77.429679
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1442 37.540673 -77.429458
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1445 37.541186 -77.433070
1446 37.544831 -77.429652
1447 37.539600 -77.429644
1448 37.540501 -77.430384
1449 37.543178 -77.436438
1450 37.540468 -77.429540
1451 37.540452 -77.430688
1452 37.543303 -77.436320
1453 37.541893 -77.435332
1454 37.543331 -77.429030
1455 37.541542 -77.431032
1456 37.541175 -77.434046
1457 37.540221 -77.430857
1458 37.540734 -77.429535
1459 37.542040 -77.435606
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1464 37.540673 -77.429458
1465 37.541946 -77.433055
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1467 37.541438 -77.429364
1468 37.544831 -77.429652
1469 37.540501 -77.430384
1470 37.543178 -77.436438
1471 37.540468 -77.429540
1472 37.540452 -77.430688
1473 37.543303 -77.436320
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1476 37.240900 -77.427505
1477 37.242974 -77.429198
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1479 37.225060 -77.469429
1480 37.381059 -77.458054
1481 37.380977 -77.455640
1482 37.244824 -77.410725
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1487 37.240105 -77.413231
1488 37.345710 -77.717238
Venue Category
0 Wine Bar
1 Metro Station
2 Cosmetics Shop
3 Baseball Field
4 Athletics & Sports
5 Playground
6 Golf Course
7 Lake
8 Amphitheater
9 Park
10 Gym
11 Business Service
12 Sandwich Place
13 Coffee Shop
14 Deli / Bodega
15 Mediterranean Restaurant
16 Pizza Place
17 Hot Dog Joint
18 Italian Restaurant
19 Beer Garden
20 Smoothie Shop
21 Sports Bar
22 Convenience Store
23 Thai Restaurant
24 Restaurant
25 Sandwich Place
26 Burger Joint
27 Mexican Restaurant
28 Pizza Place
29 Diner
30 Sandwich Place
31 Mexican Restaurant
32 Steakhouse
33 Hotel
34 Coffee Shop
35 Hotel
36 Clothing Store
37 Convenience Store
38 Ice Cream Shop
39 Bar
40 Hotel
41 Soup Place
42 Shoe Store
43 Men's Store
44 Video Store
45 Automotive Shop
46 Pharmacy
47 Shopping Mall
48 Department Store
49 Indian Restaurant
50 Indian Restaurant
51 Pizza Place
52 Shopping Mall
53 Trail
54 Intersection
55 Lounge
56 Paper / Office Supplies Store
57 Hotel Bar
58 Gym / Fitness Center
59 Lounge
60 Hotel
61 Hotel
62 Spa
63 Hotel
64 Vietnamese Restaurant
65 Steakhouse
66 Gym / Fitness Center
67 Burger Joint
68 Mexican Restaurant
69 Adult Boutique
70 Hotel
71 Diner
72 Movie Theater
73 Pharmacy
74 Convenience Store
75 Fast Food Restaurant
76 Sandwich Place
77 Convenience Store
78 Coffee Shop
79 Breakfast Spot
80 Sandwich Place
81 Mobile Phone Shop
82 Mexican Restaurant
83 Shipping Store
84 Fast Food Restaurant
85 Arts & Entertainment
86 Tennis Court
87 Intersection
88 Lake
89 Gas Station
90 Shopping Mall
91 Dog Run
92 Playground
93 Playground
94 Salon / Barbershop
95 Pub
96 Dessert Shop
97 American Restaurant
98 Antique Shop
99 Antique Shop
100 American Restaurant
101 Discount Store
102 Baseball Field
103 Baseball Field
104 Deli / Bodega
105 Hotel
106 Brewery
107 Advertising Agency
108 French Restaurant
109 New American Restaurant
110 New American Restaurant
111 Hotel
112 New American Restaurant
113 French Restaurant
114 Sandwich Place
115 Seafood Restaurant
116 Performing Arts Venue
117 Hotel
118 Food & Drink Shop
119 Cocktail Bar
120 Café
121 Ice Cream Shop
122 German Restaurant
123 Sandwich Place
124 Pub
125 Southern / Soul Food Restaurant
126 Record Shop
127 Hotel Bar
128 Men's Store
129 Art Gallery
130 Brewery
131 Men's Store
132 Asian Restaurant
133 Hotel
134 Korean Restaurant
135 Art Gallery
136 Lounge
137 Coffee Shop
138 Tex-Mex Restaurant
139 Coffee Shop
140 Food Truck
141 Hotel
142 Trail
143 Fast Food Restaurant
144 Italian Restaurant
145 French Restaurant
146 Salad Place
147 Mexican Restaurant
148 Hot Dog Joint
149 Coffee Shop
150 New American Restaurant
151 Hotel
152 Food Truck
153 Pizza Place
154 Hotel
155 Park
156 Coffee Shop
157 Coffee Shop
158 American Restaurant
159 Dance Studio
160 Yoga Studio
161 Steakhouse
162 Pub
163 Wine Bar
164 American Restaurant
165 Breakfast Spot
166 Park
167 Convenience Store
168 Diner
169 Gym
170 Bookstore
171 Hotel
172 Lounge
173 Hotel
174 Deli / Bodega
175 Fast Food Restaurant
176 Italian Restaurant
177 Thai Restaurant
178 Music Venue
179 Sandwich Place
180 Mexican Restaurant
181 Burrito Place
182 Coffee Shop
183 Hotel
184 Shipping Store
185 Sandwich Place
186 Lounge
187 Indian Restaurant
188 Sandwich Place
189 Sandwich Place
190 Coffee Shop
191 Deli / Bodega
192 Public Art
193 Sandwich Place
194 Lounge
195 Indian Restaurant
196 Trail
197 Southern / Soul Food Restaurant
198 Sandwich Place
199 Café
200 New American Restaurant
201 Deli / Bodega
202 Men's Store
203 Seafood Restaurant
204 Cocktail Bar
205 Korean Restaurant
206 Food & Drink Shop
207 French Restaurant
208 French Restaurant
209 Café
210 Art Gallery
211 Sandwich Place
212 Asian Restaurant
213 Hotel
214 Performing Arts Venue
215 General Entertainment
216 Performing Arts Venue
217 Gym
218 Brewery
219 Café
220 Southern / Soul Food Restaurant
221 Pub
222 Hotel
223 Art Gallery
224 Hotel
225 Men's Store
226 Hotel Bar
227 American Restaurant
228 Speakeasy
229 Smoke Shop
230 Travel & Transport
231 Food Truck
232 Coffee Shop
233 Hotel
234 New American Restaurant
235 Salad Place
236 Performing Arts Venue
237 Italian Restaurant
238 General Entertainment
239 Sports Bar
240 French Restaurant
241 Music Venue
242 Sandwich Place
243 Pizza Place
244 Park
245 Trail
246 Hot Dog Joint
247 Café
248 Food Truck
249 Pub
250 American Restaurant
251 Hotel
252 Fast Food Restaurant
253 German Restaurant
254 Library
255 Hotel
256 Hotel
257 Coffee Shop
258 Dance Studio
259 American Restaurant
260 American Restaurant
261 Breakfast Spot
262 Yoga Studio
263 Coffee Shop
264 Pub
265 Mexican Restaurant
266 Wine Bar
267 Hotel
268 Convenience Store
269 Lounge
270 Diner
271 Korean Restaurant
272 Bookstore
273 Deli / Bodega
274 Gym
275 Burrito Place
276 Hotel
277 Hotel
278 Hotel
279 Fast Food Restaurant
280 Thai Restaurant
281 Gastropub
282 Italian Restaurant
283 Ramen Restaurant
284 Mexican Restaurant
285 Sandwich Place
286 Scenic Lookout
287 Shipping Store
288 Coffee Shop
289 Indian Restaurant
290 Sandwich Place
291 Sandwich Place
292 Lounge
293 Sandwich Place
294 Sandwich Place
295 Plaza
296 Indian Restaurant
297 Lounge
298 Deli / Bodega
299 Scenic Lookout
300 Hotel
301 Ice Cream Shop
302 Art Gallery
303 Food & Drink Shop
304 French Restaurant
305 Event Space
306 New American Restaurant
307 Cocktail Bar
308 Record Shop
309 Performing Arts Venue
310 Hotel
311 Vegetarian / Vegan Restaurant
312 Hotel
313 French Restaurant
314 Southern / Soul Food Restaurant
315 Art Gallery
316 Men's Store
317 Art Gallery
318 Music Venue
319 New American Restaurant
320 Hotel Bar
321 Café
322 Deli / Bodega
323 Coffee Shop
324 Sandwich Place
325 Southern / Soul Food Restaurant
326 Bar
327 New American Restaurant
328 Lounge
329 Art Museum
330 Café
331 Korean Restaurant
332 Sandwich Place
333 Pizza Place
334 Tex-Mex Restaurant
335 Coffee Shop
336 Speakeasy
337 History Museum
338 Seafood Restaurant
339 Italian Restaurant
340 Hot Dog Joint
341 Hotel
342 Trail
343 Hotel
344 Food Truck
345 French Restaurant
346 Steakhouse
347 Clothing Store
348 Pub
349 Park
350 Coffee Shop
351 Yoga Studio
352 Pizza Place
353 Coffee Shop
354 Pub
355 Furniture / Home Store
356 Wine Bar
357 American Restaurant
358 Mexican Restaurant
359 New American Restaurant
360 Pizza Place
361 Breakfast Spot
362 Salad Place
363 Fast Food Restaurant
364 Cuban Restaurant
365 Fried Chicken Joint
366 Ethiopian Restaurant
367 Farmers Market
368 Food Truck
369 Thai Restaurant
370 Smoke Shop
371 Gym
372 Fast Food Restaurant
373 Scenic Lookout
374 Deli / Bodega
375 Bookstore
376 History Museum
377 Fast Food Restaurant
378 Coffee Shop
379 History Museum
380 Sandwich Place
381 College Gym
382 Food
383 Café
384 Speakeasy
385 Print Shop
386 Hotel
387 New American Restaurant
388 Art Gallery
389 Food & Drink Shop
390 Cocktail Bar
391 French Restaurant
392 Sandwich Place
393 Deli / Bodega
394 French Restaurant
395 Ice Cream Shop
396 Southern / Soul Food Restaurant
397 Performing Arts Venue
398 Record Shop
399 Southern / Soul Food Restaurant
400 Event Space
401 Art Gallery
402 Men's Store
403 Hotel
404 Café
405 Hotel Bar
406 Art Gallery
407 Café
408 Coffee Shop
409 New American Restaurant
410 Hotel
411 Korean Restaurant
412 Music Venue
413 Vegetarian / Vegan Restaurant
414 Bar
415 Seafood Restaurant
416 New American Restaurant
417 Men's Store
418 Gym
419 Lounge
420 Brewery
421 Smoke Shop
422 History Museum
423 Travel & Transport
424 Lounge
425 Speakeasy
426 Deli / Bodega
427 Caribbean Restaurant
428 Donut Shop
429 Comfort Food Restaurant
430 Italian Restaurant
431 Vegetarian / Vegan Restaurant
432 Breakfast Spot
433 Bubble Tea Shop
434 Bakery
435 Pizza Place
436 Bookstore
437 Gym
438 Coffee Shop
439 Ice Cream Shop
440 Theater
441 High School
442 Burger Joint
443 Coffee Shop
444 Asian Restaurant
445 Sandwich Place
446 Thai Restaurant
447 Music Venue
448 BBQ Joint
449 Breakfast Spot
450 Gas Station
451 Arts & Crafts Store
452 Chinese Restaurant
453 Chinese Restaurant
454 Noodle House
455 Coffee Shop
456 Storage Facility
457 Mobile Phone Shop
458 Supermarket
459 Dessert Shop
460 Theater
461 Hardware Store
462 Music Venue
463 Sandwich Place
464 Mexican Restaurant
465 Breakfast Spot
466 Sandwich Place
467 Gourmet Shop
468 Neighborhood
469 Pizza Place
470 General Entertainment
471 Ice Cream Shop
472 Grocery Store
473 Sushi Restaurant
474 American Restaurant
475 Greek Restaurant
476 Gastropub
477 Sandwich Place
478 Cajun / Creole Restaurant
479 Restaurant
480 Park
481 Cocktail Bar
482 Park
483 Deli / Bodega
484 Thrift / Vintage Store
485 Chinese Restaurant
486 Discount Store
487 Bar
488 American Restaurant
489 Bakery
490 Fast Food Restaurant
491 Thrift / Vintage Store
492 Bridal Shop
493 Massage Studio
494 Smoke Shop
495 Liquor Store
496 Massage Studio
497 Bookstore
498 Coffee Shop
499 Mediterranean Restaurant
500 Ice Cream Shop
501 Burger Joint
502 Caribbean Restaurant
503 Vegetarian / Vegan Restaurant
504 Mexican Restaurant
505 Bookstore
506 Mexican Restaurant
507 Thrift / Vintage Store
508 Art Museum
509 Italian Restaurant
510 BBQ Joint
511 Bakery
512 Bubble Tea Shop
513 Bakery
514 Breakfast Spot
515 Falafel Restaurant
516 Pizza Place
517 Donut Shop
518 Thai Restaurant
519 Asian Restaurant
520 Chinese Restaurant
521 Mobile Phone Shop
522 BBQ Joint
523 Arts & Crafts Store
524 Chinese Restaurant
525 Sandwich Place
526 Noodle House
527 Pizza Place
528 Breakfast Spot
529 Dessert Shop
530 Café
531 Theater
532 Mexican Restaurant
533 Convenience Store
534 Sandwich Place
535 Speakeasy
536 Grocery Store
537 ATM
538 Garden
539 Playground
540 Pizza Place
541 Nightclub
542 Speakeasy
543 Middle Eastern Restaurant
544 Automotive Shop
545 Nightclub
546 Art Gallery
547 Cocktail Bar
548 Food & Drink Shop
549 Southern / Soul Food Restaurant
550 French Restaurant
551 Gym
552 Bar
553 New American Restaurant
554 Hotel
555 Café
556 Performing Arts Venue
557 Sandwich Place
558 Café
559 Ice Cream Shop
560 Southern / Soul Food Restaurant
561 Art Gallery
562 Record Shop
563 Event Space
564 Men's Store
565 French Restaurant
566 Korean Restaurant
567 Art Gallery
568 Hotel Bar
569 Coffee Shop
570 Music Venue
571 Lounge
572 Travel & Transport
573 Smoke Shop
574 Speakeasy
575 History Museum
576 Nightclub
577 Speakeasy
578 Park
579 Park
580 Trail
581 Garden
582 Farm
583 Garden
584 Forest
585 Waterfall
586 Lake
587 Garden Center
588 Dog Run
589 Bistro
590 Italian Restaurant
591 Monument / Landmark
592 Record Shop
593 Farmers Market
594 Historic Site
595 Miscellaneous Shop
596 Concert Hall
597 Park
598 Playground
599 Bike Rental / Bike Share
600 Park
601 Pizza Place
602 Scenic Lookout
603 Pizza Place
604 Mexican Restaurant
605 Thai Restaurant
606 Burger Joint
607 Cosmetics Shop
608 American Restaurant
609 Hot Dog Joint
610 Electronics Store
611 Brewery
612 Historic Site
613 Speakeasy
614 Park
615 Pool
616 Market
617 Tennis Court
618 Smoke Shop
619 Pizza Place
620 Toll Plaza
621 Gym / Fitness Center
622 Gym / Fitness Center
623 Park
624 Music Store
625 Playground
626 Gym
627 Deli / Bodega
628 Cuban Restaurant
629 Caribbean Restaurant
630 Comfort Food Restaurant
631 Italian Restaurant
632 Donut Shop
633 Theater
634 Pizza Place
635 Vegetarian / Vegan Restaurant
636 Breakfast Spot
637 Bakery
638 Gym
639 Bubble Tea Shop
640 Coffee Shop
641 Noodle House
642 Coffee Shop
643 Music Venue
644 Bookstore
645 Asian Restaurant
646 Sandwich Place
647 Thai Restaurant
648 Breakfast Spot
649 BBQ Joint
650 Gas Station
651 Arts & Crafts Store
652 Chinese Restaurant
653 Hardware Store
654 Coffee Shop
655 Storage Facility
656 Music Venue
657 Theater
658 Dessert Shop
659 Supermarket
660 Sandwich Place
661 Massage Studio
662 Art Museum
663 Butcher
664 New American Restaurant
665 New American Restaurant
666 Café
667 Gift Shop
668 Movie Theater
669 History Museum
670 Pizza Place
671 Bookstore
672 Gift Shop
673 Sushi Restaurant
674 American Restaurant
675 Italian Restaurant
676 Women's Store
677 Coffee Shop
678 Ice Cream Shop
679 Record Shop
680 Vegetarian / Vegan Restaurant
681 French Restaurant
682 Nail Salon
683 Boutique
684 Gastropub
685 Spa
686 Candy Store
687 Market
688 Hobby Shop
689 Sandwich Place
690 Café
691 Shoe Store
692 Greek Restaurant
693 Burger Joint
694 Cocktail Bar
695 Bakery
696 Candy Store
697 German Restaurant
698 Thai Restaurant
699 Video Game Store
700 Clothing Store
701 Diner
702 Cupcake Shop
703 American Restaurant
704 Frozen Yogurt Shop
705 Salon / Barbershop
706 American Restaurant
707 Thrift / Vintage Store
708 Arts & Crafts Store
709 Clothing Store
710 Salon / Barbershop
711 Chinese Restaurant
712 Furniture / Home Store
713 Plaza
714 Yoga Studio
715 Café
716 Shipping Store
717 Furniture / Home Store
718 Thai Restaurant
719 Bar
720 American Restaurant
721 Food Truck
722 Bistro
723 Salon / Barbershop
724 American Restaurant
725 Coffee Shop
726 Bike Shop
727 Gym / Fitness Center
728 Sushi Restaurant
729 Women's Store
730 Thrift / Vintage Store
731 Boutique
732 Bar
733 Thrift / Vintage Store
734 Resort
735 Indian Restaurant
736 Bed & Breakfast
737 Art Museum
738 History Museum
739 New American Restaurant
740 Café
741 Record Shop
742 Gastropub
743 Sandwich Place
744 Butcher
745 New American Restaurant
746 Bakery
747 Salon / Barbershop
748 Sushi Restaurant
749 American Restaurant
750 Coffee Shop
751 Café
752 Thrift / Vintage Store
753 German Restaurant
754 Bar
755 Mexican Restaurant
756 Salon / Barbershop
757 Coffee Shop
758 Italian Restaurant
759 Bistro
760 Pub
761 American Restaurant
762 Wine Bar
763 Bar
764 Chinese Restaurant
765 Video Store
766 Gym / Fitness Center
767 Restaurant
768 Resort
769 Bed & Breakfast
770 Park
771 Dog Run
772 Art Gallery
773 Farm
774 Park
775 Park
776 Theater
777 Playground
778 Trail
779 Food Truck
780 Trail
781 Park
782 Dog Run
783 Park
784 Farm
785 Art Gallery
786 Trail
787 Theater
788 Playground
789 Food Truck
790 Trail
791 Gift Shop
792 Movie Theater
793 French Restaurant
794 Gift Shop
795 Bookstore
796 Pizza Place
797 Sushi Restaurant
798 Candy Store
799 Women's Store
800 American Restaurant
801 Greek Restaurant
802 Record Shop
803 Boutique
804 Ice Cream Shop
805 Cocktail Bar
806 Italian Restaurant
807 Coffee Shop
808 Nail Salon
809 Hobby Shop
810 Butcher
811 Vegetarian / Vegan Restaurant
812 Spa
813 Candy Store
814 Burger Joint
815 Shoe Store
816 Diner
817 Frozen Yogurt Shop
818 Cupcake Shop
819 Market
820 Gay Bar
821 New American Restaurant
822 Clothing Store
823 Video Game Store
824 Plaza
825 Yoga Studio
826 Arts & Crafts Store
827 Thai Restaurant
828 American Restaurant
829 Furniture / Home Store
830 Clothing Store
831 Chinese Restaurant
832 Furniture / Home Store
833 Farmers Market
834 Arts & Crafts Store
835 American Restaurant
836 Food Truck
837 Shipping Store
838 Café
839 Pizza Place
840 Thai Restaurant
841 Smoke Shop
842 Convenience Store
843 Thai Restaurant
844 Bike Shop
845 Korean Restaurant
846 Coffee Shop
847 Miscellaneous Shop
848 Women's Store
849 American Restaurant
850 Thrift / Vintage Store
851 Sushi Restaurant
852 Indian Restaurant
853 Gym / Fitness Center
854 Italian Restaurant
855 Boutique
856 Thrift / Vintage Store
857 Indian Restaurant
858 Sandwich Place
859 Gift Shop
860 Restaurant
861 Boutique
862 Furniture / Home Store
863 Massage Studio
864 Jewelry Store
865 Boutique
866 Boutique
867 Jewelry Store
868 Women's Store
869 Pizza Place
870 BBQ Joint
871 Flower Shop
872 Smoothie Shop
873 Bed & Breakfast
874 Clothing Store
875 Sandwich Place
876 Pizza Place
877 Juice Bar
878 Sushi Restaurant
879 History Museum
880 Coffee Shop
881 American Restaurant
882 German Restaurant
883 Pub
884 Chinese Restaurant
885 Video Store
886 Pizza Place
887 Resort
888 Dog Run
889 Gym
890 Massage Studio
891 Seafood Restaurant
892 Brewery
893 Pizza Place
894 Herbs & Spices Store
895 Arts & Crafts Store
896 Soccer Stadium
897 Smoke Shop
898 Farmers Market
899 Mexican Restaurant
900 Miscellaneous Shop
901 Korean Restaurant
902 Supermarket
903 Convenience Store
904 Pet Store
905 Burger Joint
906 American Restaurant
907 Burger Joint
908 Comfort Food Restaurant
909 Italian Restaurant
910 Middle Eastern Restaurant
911 Fast Food Restaurant
912 Sandwich Place
913 Fast Food Restaurant
914 Baseball Field
915 Clothing Store
916 Smoothie Shop
917 Concert Hall
918 Jewelry Store
919 Bar
920 Record Shop
921 Lounge
922 Fried Chicken Joint
923 Sandwich Place
924 Seafood Restaurant
925 Park
926 Pool
927 Fast Food Restaurant
928 Dog Run
929 Other Great Outdoors
930 Bar
931 Pool
932 Park
933 Music Venue
934 Garden
935 Food
936 Paper / Office Supplies Store
937 Racetrack
938 Park
939 American Restaurant
940 Bakery
941 Diner
942 New American Restaurant
943 Bakery
944 Antique Shop
945 Pub
946 Historic Site
947 American Restaurant
948 New American Restaurant
949 Pub
950 Thai Restaurant
951 Park
952 Pharmacy
953 Seafood Restaurant
954 Video Store
955 Coffee Shop
956 Sandwich Place
957 Arts & Entertainment
958 Ice Cream Shop
959 Grocery Store
960 Platform
961 Sandwich Place
962 Discount Store
963 Deli / Bodega
964 Convenience Store
965 Chinese Restaurant
966 BBQ Joint
967 Movie Theater
968 Park
969 Bus Station
970 Liquor Store
971 Pizza Place
972 Bridal Shop
973 Pizza Place
974 Sandwich Place
975 Supermarket
976 Convenience Store
977 Flower Shop
978 Shopping Mall
979 BBQ Joint
980 Salon / Barbershop
981 Southern / Soul Food Restaurant
982 Food
983 Convenience Store
984 Deli / Bodega
985 Construction & Landscaping
986 Park
987 American Restaurant
988 Diner
989 Pub
990 Bakery
991 New American Restaurant
992 Bakery
993 Park
994 French Restaurant
995 Antique Shop
996 Seafood Restaurant
997 Park
998 Thai Restaurant
999 Pharmacy
1000 Sandwich Place
1001 Arts & Entertainment
1002 Platform
1003 Park
1004 Ice Cream Shop
1005 Scenic Lookout
1006 Playground
1007 Playground
1008 Scenic Lookout
1009 Noodle House
1010 Bar
1011 Speakeasy
1012 Burger Joint
1013 Bakery
1014 Coffee Shop
1015 Italian Restaurant
1016 American Restaurant
1017 Southern / Soul Food Restaurant
1018 History Museum
1019 Museum
1020 New American Restaurant
1021 Gym
1022 Sushi Restaurant
1023 Pub
1024 Southern / Soul Food Restaurant
1025 Dive Bar
1026 Mexican Restaurant
1027 Pub
1028 Smoke Shop
1029 Pizza Place
1030 Bar
1031 Ethiopian Restaurant
1032 Cuban Restaurant
1033 Historic Site
1034 Chinese Restaurant
1035 Liquor Store
1036 Fried Chicken Joint
1037 Playground
1038 Pub
1039 Farmers Market
1040 Burger Joint
1041 Seafood Restaurant
1042 Smoke Shop
1043 Residential Building (Apartment / Condo)
1044 Pharmacy
1045 Coffee Shop
1046 Video Store
1047 Outdoors & Recreation
1048 Arts & Entertainment
1049 Grocery Store
1050 Gym
1051 Event Space
1052 Sandwich Place
1053 Travel & Transport
1054 Park
1055 Travel & Transport
1056 Tunnel
1057 Hotel
1058 Bar
1059 American Restaurant
1060 Speakeasy
1061 Bakery
1062 Burger Joint
1063 Italian Restaurant
1064 History Museum
1065 Scenic Lookout
1066 Noodle House
1067 Diner
1068 Museum
1069 Seafood Restaurant
1070 Pharmacy
1071 Historic Site
1072 Liquor Store
1073 Pub
1074 Gym
1075 Southern / Soul Food Restaurant
1076 Park
1077 Smoke Shop
1078 Chinese Restaurant
1079 Pub
1080 Coffee Shop
1081 Video Store
1082 Pool
1083 Residential Building (Apartment / Condo)
1084 Southern / Soul Food Restaurant
1085 Pizza Place
1086 Karaoke Bar
1087 Grocery Store
1088 Travel & Transport
1089 River
1090 Arts & Entertainment
1091 Gym
1092 Hotel
1093 Sandwich Place
1094 Speakeasy
1095 Pool
1096 Gym
1097 Event Space
1098 Outdoors & Recreation
1099 Park
1100 Park
1101 Travel & Transport
1102 River
1103 German Restaurant
1104 Deli / Bodega
1105 BBQ Joint
1106 Bakery
1107 Southern / Soul Food Restaurant
1108 New American Restaurant
1109 Playground
1110 Café
1111 Speakeasy
1112 Grocery Store
1113 Gift Shop
1114 Brewery
1115 Water Park
1116 Tunnel
1117 Scenic Lookout
1118 Noodle House
1119 Bar
1120 Speakeasy
1121 Burger Joint
1122 Bakery
1123 Coffee Shop
1124 Italian Restaurant
1125 American Restaurant
1126 Southern / Soul Food Restaurant
1127 History Museum
1128 Museum
1129 New American Restaurant
1130 Gym
1131 Sushi Restaurant
1132 Pub
1133 Southern / Soul Food Restaurant
1134 Dive Bar
1135 Mexican Restaurant
1136 Pub
1137 Smoke Shop
1138 Pizza Place
1139 Bar
1140 Ethiopian Restaurant
1141 Cuban Restaurant
1142 Historic Site
1143 Chinese Restaurant
1144 Liquor Store
1145 Fried Chicken Joint
1146 Playground
1147 Pub
1148 Farmers Market
1149 Burger Joint
1150 Seafood Restaurant
1151 Smoke Shop
1152 Residential Building (Apartment / Condo)
1153 Pharmacy
1154 Coffee Shop
1155 Video Store
1156 Outdoors & Recreation
1157 Arts & Entertainment
1158 Grocery Store
1159 Gym
1160 Event Space
1161 Sandwich Place
1162 Travel & Transport
1163 Park
1164 Travel & Transport
1165 Tunnel
1166 Hotel
1167 Coffee Shop
1168 Seafood Restaurant
1169 Dance Studio
1170 Pizza Place
1171 Discount Store
1172 Fast Food Restaurant
1173 Music Venue
1174 Dog Run
1175 Convenience Store
1176 Music Venue
1177 Art Gallery
1178 Platform
1179 Residential Building (Apartment / Condo)
1180 Seafood Restaurant
1181 Coffee Shop
1182 French Restaurant
1183 Brewery
1184 Pizza Place
1185 Art Gallery
1186 Fast Food Restaurant
1187 Beach
1188 Trail
1189 Dog Run
1190 Beach
1191 Jewelry Store
1192 Italian Restaurant
1193 Park
1194 Golf Course
1195 History Museum
1196 Massage Studio
1197 Dance Studio
1198 Gym Pool
1199 River
1200 Discount Store
1201 Intersection
1202 Chinese Restaurant
1203 Outdoors & Recreation
1204 Construction & Landscaping
1205 American Restaurant
1206 Scenic Lookout
1207 Building
1208 Event Space
1209 Soccer Field
1210 Playground
1211 Furniture / Home Store
1212 Discount Store
1213 Pizza Place
1214 Home Service
1215 Building
1216 Soccer Field
1217 Playground
1218 Event Space
1219 Massage Studio
1220 Furniture / Home Store
1221 Playground
1222 Gym / Fitness Center
1223 Athletics & Sports
1224 Southern / Soul Food Restaurant
1225 Art Gallery
1226 Discount Store
1227 Supermarket
1228 Thrift / Vintage Store
1229 Fried Chicken Joint
1230 Discount Store
1231 Furniture / Home Store
1232 Spa
1233 Sandwich Place
1234 IT Services
1235 Chinese Restaurant
1236 Casino
1237 Concert Hall
1238 Motel
1239 American Restaurant
1240 Restaurant
1241 Convenience Store
1242 Athletics & Sports
1243 Eastern European Restaurant
1244 Gym
1245 Sushi Restaurant
1246 Chinese Restaurant
1247 Pharmacy
1248 Pizza Place
1249 Discount Store
1250 Seafood Restaurant
1251 BBQ Joint
1252 Convenience Store
1253 Gym / Fitness Center
1254 American Restaurant
1255 Fried Chicken Joint
1256 Music Venue
1257 Photography Studio
1258 Pool
1259 Art Gallery
1260 Pool
1261 Bookstore
1262 Coffee Shop
1263 Caribbean Restaurant
1264 Mediterranean Restaurant
1265 Vegetarian / Vegan Restaurant
1266 Bookstore
1267 Ice Cream Shop
1268 Burger Joint
1269 Italian Restaurant
1270 Mexican Restaurant
1271 Bubble Tea Shop
1272 Bakery
1273 Breakfast Spot
1274 Mexican Restaurant
1275 Pizza Place
1276 Deli / Bodega
1277 Thrift / Vintage Store
1278 Coffee Shop
1279 Art Museum
1280 BBQ Joint
1281 Bakery
1282 Falafel Restaurant
1283 Donut Shop
1284 Thai Restaurant
1285 Asian Restaurant
1286 Chinese Restaurant
1287 Gym
1288 BBQ Joint
1289 Arts & Crafts Store
1290 Sandwich Place
1291 Mobile Phone Shop
1292 Chinese Restaurant
1293 Noodle House
1294 Dessert Shop
1295 Pizza Place
1296 Breakfast Spot
1297 Theater
1298 Breakfast Spot
1299 Café
1300 Mexican Restaurant
1301 Sandwich Place
1302 Coffee Shop
1303 Supermarket
1304 Speakeasy
1305 Nightclub
1306 Garden
1307 Playground
1308 Speakeasy
1309 Automotive Shop
1310 Café
1311 Vegetarian / Vegan Restaurant
1312 Lawyer
1313 Historic Site
1314 Monument / Landmark
1315 Park
1316 History Museum
1317 Dance Studio
1318 Bistro
1319 Trail
1320 Hotel
1321 Music Venue
1322 Park
1323 Tourist Information Center
1324 Scenic Lookout
1325 Scenic Lookout
1326 Hotel
1327 Trail
1328 Trail
1329 Park
1330 Rock Club
1331 Seafood Restaurant
1332 Caribbean Restaurant
1333 Harbor / Marina
1334 Park
1335 Food Truck
1336 Home Service
1337 Harbor / Marina
1338 Harbor / Marina
1339 River
1340 Volleyball Court
1341 Brewery
1342 BBQ Joint
1343 Market
1344 Brewery
1345 Bar
1346 Breakfast Spot
1347 American Restaurant
1348 Yoga Studio
1349 New American Restaurant
1350 Brewery
1351 Art Gallery
1352 Brewery
1353 Food Truck
1354 Taco Place
1355 Nightclub
1356 Indian Restaurant
1357 Burger Joint
1358 Ice Cream Shop
1359 Modern European Restaurant
1360 Diner
1361 Social Club
1362 Chinese Restaurant
1363 Coffee Shop
1364 Liquor Store
1365 Brewery
1366 Gym
1367 Coffee Shop
1368 Brewery
1369 Restaurant
1370 American Restaurant
1371 Movie Theater
1372 Wine Bar
1373 Brewery
1374 Brewery
1375 Sandwich Place
1376 Brewery
1377 Theater
1378 Café
1379 Gym / Fitness Center
1380 Bakery
1381 Gym / Fitness Center
1382 Antique Shop
1383 Nightclub
1384 Medical Supply Store
1385 Coworking Space
1386 Performing Arts Venue
1387 Beach
1388 Skate Park
1389 Park
1390 Furniture / Home Store
1391 Greek Restaurant
1392 Greek Restaurant
1393 Playground
1394 Chinese Restaurant
1395 Video Store
1396 Gas Station
1397 Shop & Service
1398 Bar
1399 Supermarket
1400 Seafood Restaurant
1401 Caribbean Restaurant
1402 Harbor / Marina
1403 Park
1404 Food Truck
1405 Home Service
1406 Harbor / Marina
1407 Harbor / Marina
1408 River
1409 Volleyball Court
1410 Seafood Restaurant
1411 Caribbean Restaurant
1412 Harbor / Marina
1413 Park
1414 Food Truck
1415 Home Service
1416 Harbor / Marina
1417 Harbor / Marina
1418 River
1419 Volleyball Court
1420 Gas Station
1421 Storage Facility
1422 Donut Shop
1423 Hotel
1424 Flea Market
1425 Pool
1426 Business Service
1427 Lake
1428 River
1429 Thrift / Vintage Store
1430 Latin American Restaurant
1431 Construction & Landscaping
1432 Bookstore
1433 Museum
1434 Music Venue
1435 Food Truck
1436 History Museum
1437 Library
1438 American Restaurant
1439 Coffee Shop
1440 Coffee Shop
1441 Fast Food Restaurant
1442 History Museum
1443 History Museum
1444 Sandwich Place
1445 Scenic Lookout
1446 College Gym
1447 College Cafeteria
1448 Bagel Shop
1449 Hotel
1450 Café
1451 Fast Food Restaurant
1452 Gym / Fitness Center
1453 Music Venue
1454 Bookstore
1455 Museum
1456 Library
1457 Food Truck
1458 History Museum
1459 American Restaurant
1460 Coffee Shop
1461 Coffee Shop
1462 Fast Food Restaurant
1463 Hotel
1464 History Museum
1465 History Museum
1466 Scenic Lookout
1467 Sandwich Place
1468 College Gym
1469 Bagel Shop
1470 Hotel
1471 Café
1472 Fast Food Restaurant
1473 Gym / Fitness Center
1474 Concert Hall
1475 Train Station
1476 Deli / Bodega
1477 Park
1478 Bar
1479 River
1480 Platform
1481 Train Station
1482 American Restaurant
1483 Italian Restaurant
1484 Convenience Store
1485 Pharmacy
1486 Convenience Store
1487 Home Service
1488 Farm
In [36]:
print(richmond_onehot)
Borough ATM Adult Boutique \
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1346 Scott's Addition Historic District 0 0
1347 Scott's Addition Historic District 0 0
1348 Scott's Addition Historic District 0 0
1349 Scott's Addition Historic District 0 0
1350 Scott's Addition Historic District 0 0
1351 Scott's Addition Historic District 0 0
1352 Scott's Addition Historic District 0 0
1353 Scott's Addition Historic District 0 0
1354 Scott's Addition Historic District 0 0
1355 Scott's Addition Historic District 0 0
1356 Scott's Addition Historic District 0 0
1357 Scott's Addition Historic District 0 0
1358 Scott's Addition Historic District 0 0
1359 Scott's Addition Historic District 0 0
1360 Scott's Addition Historic District 0 0
1361 Scott's Addition Historic District 0 0
1362 Scott's Addition Historic District 0 0
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1365 Scott's Addition Historic District 0 0
1366 Scott's Addition Historic District 0 0
1367 Scott's Addition Historic District 0 0
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1369 Scott's Addition Historic District 0 0
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1379 Scott's Addition Historic District 0 0
1380 Scott's Addition Historic District 0 0
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1434 Biotech and MCV District 0 0
1435 Biotech and MCV District 0 0
1436 Biotech and MCV District 0 0
1437 Biotech and MCV District 0 0
1438 Biotech and MCV District 0 0
1439 Biotech and MCV District 0 0
1440 Biotech and MCV District 0 0
1441 Biotech and MCV District 0 0
1442 Biotech and MCV District 0 0
1443 Biotech and MCV District 0 0
1444 Biotech and MCV District 0 0
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Cupcake Shop Dance Studio Deli / Bodega Department Store \
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Dessert Shop Diner Discount Store Dive Bar Dog Run Donut Shop \
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Greek Restaurant Grocery Store Gym Gym / Fitness Center Gym Pool \
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Korean Restaurant Lake Latin American Restaurant Lawyer Library \
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Restaurant River Rock Club Salad Place Salon / Barbershop \
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Tennis Court Tex-Mex Restaurant Thai Restaurant Theater \
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In [37]:
richmond_grouped = richmond_onehot.groupby('Borough').mean().reset_index()
richmond_grouped.head()
Out[37]:
| Borough | ATM | Adult Boutique | Advertising Agency | American Restaurant | Amphitheater | Antique Shop | Art Gallery | Art Museum | Arts & Crafts Store | Arts & Entertainment | Asian Restaurant | Athletics & Sports | Automotive Shop | BBQ Joint | Bagel Shop | Bakery | Bar | Baseball Field | Beach | Bed & Breakfast | Beer Garden | Bike Rental / Bike Share | Bike Shop | Bistro | Bookstore | Boutique | Breakfast Spot | Brewery | Bridal Shop | Bubble Tea Shop | Building | Burger Joint | Burrito Place | Bus Station | Business Service | Butcher | Café | Cajun / Creole Restaurant | Candy Store | Caribbean Restaurant | Casino | Chinese Restaurant | Clothing Store | Cocktail Bar | Coffee Shop | College Cafeteria | College Gym | Comfort Food Restaurant | Concert Hall | Construction & Landscaping | Convenience Store | Cosmetics Shop | Coworking Space | Cuban Restaurant | Cupcake Shop | Dance Studio | Deli / Bodega | Department Store | Dessert Shop | Diner | Discount Store | Dive Bar | Dog Run | Donut Shop | Eastern European Restaurant | Electronics Store | Ethiopian Restaurant | Event Space | Falafel Restaurant | Farm | Farmers Market | Fast Food Restaurant | Flea Market | Flower Shop | Food | Food & Drink Shop | Food Truck | Forest | French Restaurant | Fried Chicken Joint | Frozen Yogurt Shop | Furniture / Home Store | Garden | Garden Center | Gas Station | Gastropub | Gay Bar | General Entertainment | German Restaurant | Gift Shop | Golf Course | Gourmet Shop | Greek Restaurant | Grocery Store | Gym | Gym / Fitness Center | Gym Pool | Harbor / Marina | Hardware Store | Herbs & Spices Store | High School | Historic Site | History Museum | Hobby Shop | Home Service | Hot Dog Joint | Hotel | Hotel Bar | IT Services | Ice Cream Shop | Indian Restaurant | Intersection | Italian Restaurant | Jewelry Store | Juice Bar | Karaoke Bar | Korean Restaurant | Lake | Latin American Restaurant | Lawyer | Library | Liquor Store | Lounge | Market | Massage Studio | Medical Supply Store | Mediterranean Restaurant | Men's Store | Metro Station | Mexican Restaurant | Middle Eastern Restaurant | Miscellaneous Shop | Mobile Phone Shop | Modern European Restaurant | Monument / Landmark | Motel | Movie Theater | Museum | Music Store | Music Venue | Nail Salon | Neighborhood | New American Restaurant | Nightclub | Noodle House | Other Great Outdoors | Outdoors & Recreation | Paper / Office Supplies Store | Park | Performing Arts Venue | Pet Store | Pharmacy | Photography Studio | Pizza Place | Platform | Playground | Plaza | Pool | Print Shop | Pub | Public Art | Racetrack | Ramen Restaurant | Record Shop | Residential Building (Apartment / Condo) | Resort | Restaurant | River | Rock Club | Salad Place | Salon / Barbershop | Sandwich Place | Scenic Lookout | Seafood Restaurant | Shipping Store | Shoe Store | Shop & Service | Shopping Mall | Skate Park | Smoke Shop | Smoothie Shop | Soccer Field | Soccer Stadium | Social Club | Soup Place | Southern / Soul Food Restaurant | Spa | Speakeasy | Sports Bar | Steakhouse | Storage Facility | Supermarket | Sushi Restaurant | Taco Place | Tennis Court | Tex-Mex Restaurant | Thai Restaurant | Theater | Thrift / Vintage Store | Toll Plaza | Tourist Information Center | Trail | Train Station | Travel & Transport | Tunnel | Vegetarian / Vegan Restaurant | Video Game Store | Video Store | Vietnamese Restaurant | Volleyball Court | Water Park | Waterfall | Wine Bar | Women's Store | Yoga Studio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2900 Block Grove Avenue Historic District | 0.0 | 0.0 | 0.0 | 0.066667 | 0.0 | 0.0 | 0.000 | 0.013333 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.026667 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.013333 | 0.013333 | 0.013333 | 0.026667 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.040000 | 0.0 | 0.026667 | 0.0 | 0.0 | 0.013333 | 0.026667 | 0.013333 | 0.026667 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.000 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.013333 | 0.0 | 0.013333 | 0.000000 | 0.013333 | 0.026667 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.013333 | 0.026667 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.000 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.013333 | 0.0 | 0.0 | 0.000 | 0.000 | 0.0 | 0.013333 | 0.013333 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.000 | 0.013333 | 0.0 | 0.026667 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.0 | 0.013333 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.013333 | 0.0 | 0.013333 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.040000 | 0.013333 | 0.0 | 0.000000 | 0.013333 | 0.013333 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.013333 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.026667 | 0.0 | 0.0 | 0.0 | 0.026667 | 0.0 | 0.040000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.013333 | 0.013333 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.026667 | 0.013333 |
| 1 | Arthur Ashe Boulevard | 0.0 | 0.0 | 0.0 | 0.060606 | 0.0 | 0.0 | 0.000 | 0.030303 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.060606 | 0.0 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.000000 | 0.030303 | 0.000000 | 0.000000 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.060606 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.030303 | 0.000000 | 0.000000 | 0.060606 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.030303 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.060606 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.0 | 0.030303 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.060606 | 0.030303 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.000000 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.000000 | 0.000000 | 0.030303 | 0.0 | 0.0 | 0.0 | 0.0 | 0.030303 | 0.000000 | 0.000000 |
| 2 | Arts District | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.075 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.025000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.025 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.050000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.025000 | 0.025000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.025 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.025 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.025 | 0.000000 | 0.0 | 0.050000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.025 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.025000 | 0.000000 | 0.0 | 0.0 | 0.075 | 0.025 | 0.0 | 0.025000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.025 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.05 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.05 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.025 | 0.000000 | 0.0 | 0.075000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.025 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.025000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.025000 | 0.0 | 0.025000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.025 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.05 | 0.000000 | 0.025 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.025 | 0.0 | 0.025000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 |
| 3 | Barton Heights | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.50 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.500000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.000000 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 |
| 4 | Battery Court Historic District | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.166667 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.000000 | 0.166667 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.166667 | 0.000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.000000 | 0.166667 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.166667 | 0.0 | 0.166667 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.000000 | 0.000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.0 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.000000 |
In [39]:
def return_most_common_venues(row, num_top_venues):
row_categories = row.iloc[1:]
row_categories_sorted = row_categories.sort_values(ascending=False)
return row_categories_sorted.index.values[0:num_top_venues]
In [40]:
num_top_venues = 10
indicators = ['st', 'nd', 'rd']
# create columns according to number of top venues
columns = ['Borough']
for ind in np.arange(num_top_venues):
try:
columns.append('{}{} Most Common Venue'.format(ind+1, indicators[ind]))
except:
columns.append('{}th Most Common Venue'.format(ind+1))
# create a new dataframe
boroughs_venues_sorted = pd.DataFrame(columns=columns)
boroughs_venues_sorted['Borough'] = richmond_grouped['Borough']
#boroughs_venues_sorted['Latitude'] = richmond_grouped['Latitude']
for ind in np.arange(richmond_grouped.shape[0]):
boroughs_venues_sorted.iloc[ind, 1:] = return_most_common_venues(richmond_grouped.iloc[ind, :], num_top_venues)
boroughs_venues_sorted.head()
Out[40]:
| Borough | 1st Most Common Venue | 2nd Most Common Venue | 3rd Most Common Venue | 4th Most Common Venue | 5th Most Common Venue | 6th Most Common Venue | 7th Most Common Venue | 8th Most Common Venue | 9th Most Common Venue | 10th Most Common Venue | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2900 Block Grove Avenue Historic District | American Restaurant | Salon / Barbershop | Café | Thrift / Vintage Store | Boutique | Sushi Restaurant | Bar | Thai Restaurant | Coffee Shop | Furniture / Home Store |
| 1 | Arthur Ashe Boulevard | Café | Coffee Shop | American Restaurant | Salon / Barbershop | New American Restaurant | Bar | Italian Restaurant | Bistro | Pub | Gastropub |
| 2 | Arts District | Hotel | New American Restaurant | Art Gallery | Southern / Soul Food Restaurant | Lounge | French Restaurant | Café | Men's Store | Seafood Restaurant | Performing Arts Venue |
| 3 | Barton Heights | Record Shop | Lounge | Yoga Studio | Ethiopian Restaurant | Food Truck | Food & Drink Shop | Food | Flower Shop | Flea Market | Fast Food Restaurant |
| 4 | Battery Court Historic District | Pool | Park | Fried Chicken Joint | Fast Food Restaurant | Sandwich Place | Seafood Restaurant | Dessert Shop | Diner | Food | Cupcake Shop |
We have some common venue categories in the neighborhoods. In this reason I used unsupervised learning K-means algorithm to cluster the neighborhoods. K-Means algorithm is one of the most common cluster method of unsupervised learning.
First, I will run K-Means to cluster the boroughs into 3 clusters because when I analyze the K-Means with elbow method it ensured me the 3 degree for optimum k of the K-Means. Two differnt K-Means methods were compared, the Euclidean and the Canberra function. The elbow methods with a 4 clusters was used for further analysis.
In [41]:
# set number of clusters
kclusters = 4
richmond_grouped_clustering = richmond_grouped.drop('Borough', 1)
# run k-means clustering
kmeans = KMeans(n_clusters=kclusters, random_state=0).fit(richmond_grouped_clustering)
# check cluster labels generated for each row in the dataframe
labels = kmeans.labels_
labels
Out[41]:
array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 3, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 0, 3, 1, 1, 2, 1, 3, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 0, 1, 1, 1, 1, 0, 1], dtype=int32)
In [42]:
from scipy.spatial.distance import cdist
distortions = []
K = range(1,50)
for k in K:
kmeanModel = KMeans(n_clusters=k, random_state=0).fit(richmond_grouped_clustering)
#kmeanModel.fit(istanbul_grouped_clustering)
distortions.append(sum(np.min(cdist(richmond_grouped_clustering, kmeanModel.cluster_centers_, 'euclidean'), axis=1)) / richmond_grouped_clustering.shape[0])
#There are different metric distance function for spatial distance.
#I choose correlation instaed of euclidean because the canberra function gives me more clear view of elbow break point.
# Plot the elbow
plt.plot(K, distortions, 'ro-')
plt.xlabel('k')
plt.ylabel('Distortion')
plt.title('The Elbow Method showing the optimal k using the Euclidean Method')
plt.show()
In [43]:
from scipy.spatial.distance import cdist
distortions = []
K = range(1,15)
for k in K:
kmeanModel = KMeans(n_clusters=k, random_state=0).fit(richmond_grouped_clustering)
#kmeanModel.fit(istanbul_grouped_clustering)
distortions.append(sum(np.min(cdist(richmond_grouped_clustering, kmeanModel.cluster_centers_, 'canberra'), axis=1)) / richmond_grouped_clustering.shape[0])
#There are different metric distance function for spatial distance.
#I choose correlation instaed of euclidean because the canberra function gives me more clear view of elbow break point.
# Plot the elbow
plt.plot(K, distortions, 'bx-')
plt.xlabel('k')
plt.ylabel('Distortion')
plt.title('The Elbow Method showing the optimal k using the canberra function')
plt.show()
In [44]:
print(richmond_merged)
--------------------------------------------------------------------------- NameError Traceback (most recent call last) <ipython-input-44-c19d1c236ab4> in <module> ----> 1 print(richmond_merged) NameError: name 'richmond_merged' is not defined
In [45]:
print(boroughs_venues_sorted)
Borough \
0 2900 Block Grove Avenue Historic District
1 Arthur Ashe Boulevard
2 Arts District
3 Barton Heights
4 Battery Court Historic District
5 Bellwood
6 Bensley
7 Biotech and MCV District
8 Block 0-100 East Franklin Street Historic Dist...
9 Bon Air
10 Brandermill
11 Brookland Park Historic District
12 Byrd Park
13 Carillon
14 Carver
15 Carver Industrial Historic District
16 Carytown
17 Central Office District
18 Centralia
19 Chamberlayne
20 Chamberlayne Industrial Center
21 Church Hill
22 Colonial Heights
23 Court End
24 Creighton Court
25 Downtown Richmond
26 Dumbarton
27 East End
28 East Highland Park
29 Ettrick
30 Fairmount
31 Fan district
32 Forest Hill
33 Gambles Hill
34 Gilpin
35 Ginter Park
36 Glen Allen
37 Granite
38 Green Park
39 Hermitage Road Historic District
40 Highland Park
41 Highland Springs
42 Huguenot Farms
43 Innsbrook
44 Jackson Ward
45 Jahnke
46 Laburnum Park Historic District
47 Lakeside
48 Laurel
49 Libby Hill
50 Lockgreen
51 Main Street Banking Historic District
52 Malvern Gardens
53 Manchester
54 Manchester, Chesterfield County
55 Matoaca
56 Maymont
57 Meadowbrook
58 Midlothian
59 Monroe Ward
60 Montrose
61 Mosby Court
62 Museum District
63 Oakwood–Chimborazo Historic District
64 Old Town Manchester
65 Oregon Hill
66 Pine Camp
67 Randolph
68 Rocketts Landing
69 Salisbury, Chesterfield County
70 Sandston
71 Sauer's Gardens
72 Scott's Addition Historic District
73 Shed Town
74 Sherwood Park
75 Shockoe Bottom
76 Shockoe Slip
77 Shockoe Valley
78 Short Pump
79 Skinquarter
80 South Richmond
81 Springhill Historic District
82 Stadium neighborhood
83 Texas Beach
84 Tobacco Row
85 Tuckahoe
86 Union Hill
87 Upper Shockoe Valley
88 West Broad Street Commercial Historic District
89 West End
90 Westhampton
91 Windsor Farms
92 Winterpock
93 Woodlake
94 Woodland Heights
95 Wyndham
1st Most Common Venue 2nd Most Common Venue \
0 American Restaurant Salon / Barbershop
1 Café Coffee Shop
2 Hotel New American Restaurant
3 Record Shop Lounge
4 Pool Park
5 Construction & Landscaping Latin American Restaurant
6 Hotel Storage Facility
7 History Museum Fast Food Restaurant
8 Hotel New American Restaurant
9 Business Service Yoga Studio
10 Intersection Tennis Court
11 Event Space Building
12 Park Trail
13 Trail Park
14 Mexican Restaurant Coffee Shop
15 Coffee Shop Sandwich Place
16 Boutique American Restaurant
17 Hotel Coffee Shop
18 Platform Train Station
19 Home Service Pizza Place
20 Dog Run Other Great Outdoors
21 Bakery Pub
22 Convenience Store Home Service
23 History Museum Fast Food Restaurant
24 BBQ Joint Deli / Bodega
25 Café Hotel
26 Lawyer Vegetarian / Vegan Restaurant
27 Bridal Shop Movie Theater
28 Convenience Store Salon / Barbershop
29 Deli / Bodega Park
30 Southern / Soul Food Restaurant Deli / Bodega
31 Massage Studio Thrift / Vintage Store
32 Beach Dog Run
33 Trail Park
34 Pizza Place Mexican Restaurant
35 Event Space Building
36 Cosmetics Shop Playground
37 Dance Studio History Museum
38 Pool Park
39 Playground Yoga Studio
40 Racetrack Food
41 Convenience Store Movie Theater
42 River Lake
43 Hotel Sandwich Place
44 Art Gallery French Restaurant
45 Italian Restaurant Jewelry Store
46 Gym / Fitness Center Athletics & Sports
47 American Restaurant Convenience Store
48 Sandwich Place Fast Food Restaurant
49 Park Bakery
50 Scenic Lookout American Restaurant
51 Hotel Sandwich Place
52 Greek Restaurant Playground
53 Music Venue Dance Studio
54 Outdoors & Recreation Construction & Landscaping
55 River Yoga Studio
56 Park Garden
57 Pool Yoga Studio
58 Playground Salon / Barbershop
59 New American Restaurant Art Gallery
60 Gas Station Video Store
61 Scenic Lookout Yoga Studio
62 Pizza Place Juice Bar
63 Playground Yoga Studio
64 Residential Building (Apartment / Condo) Platform
65 Pizza Place Park
66 Discount Store Southern / Soul Food Restaurant
67 Park Gym / Fitness Center
68 Harbor / Marina Food Truck
69 Pub Ethiopian Restaurant
70 Baseball Field American Restaurant
71 Harbor / Marina Food Truck
72 Brewery Coffee Shop
73 Harbor / Marina Food Truck
74 Motel Concert Hall
75 Pub Travel & Transport
76 Pizza Place Food Truck
77 Pub Travel & Transport
78 Hotel Adult Boutique
79 Antique Shop American Restaurant
80 Brewery Seafood Restaurant
81 Intersection Discount Store
82 Burger Joint Fast Food Restaurant
83 Furniture / Home Store Skate Park
84 Gym Park
85 Seafood Restaurant Gym / Fitness Center
86 Southern / Soul Food Restaurant Grocery Store
87 History Museum Sandwich Place
88 Coffee Shop Sandwich Place
89 Pool Art Gallery
90 Wine Bar Metro Station
91 Concert Hall Jewelry Store
92 Farm Yoga Studio
93 Playground Gas Station
94 Park Yoga Studio
95 Park Amphitheater
3rd Most Common Venue 4th Most Common Venue \
0 Café Thrift / Vintage Store
1 American Restaurant Salon / Barbershop
2 Art Gallery Southern / Soul Food Restaurant
3 Yoga Studio Ethiopian Restaurant
4 Fried Chicken Joint Fast Food Restaurant
5 Thrift / Vintage Store Yoga Studio
6 Gas Station Flea Market
7 Coffee Shop Library
8 French Restaurant Brewery
9 Event Space Forest
10 Yoga Studio Event Space
11 Playground Furniture / Home Store
12 Food Truck Farm
13 Food Truck Farm
14 Breakfast Spot Pizza Place
15 Chinese Restaurant Music Venue
16 Pizza Place Furniture / Home Store
17 Sandwich Place Lounge
18 Yoga Studio Ethiopian Restaurant
19 Discount Store Yoga Studio
20 Yoga Studio Event Space
21 Sandwich Place American Restaurant
22 American Restaurant Italian Restaurant
23 Coffee Shop Hotel
24 Convenience Store Discount Store
25 Performing Arts Venue Southern / Soul Food Restaurant
26 Café Ethiopian Restaurant
27 Pizza Place Bus Station
28 Flower Shop Supermarket
29 Train Station Bar
30 Convenience Store Construction & Landscaping
31 Sandwich Place American Restaurant
32 Trail Yoga Studio
33 Hotel Scenic Lookout
34 Speakeasy Breakfast Spot
35 Playground Furniture / Home Store
36 Athletics & Sports Baseball Field
37 Massage Studio Golf Course
38 Bar Yoga Studio
39 Ethiopian Restaurant Forest
40 Garden Music Venue
41 Diner Pharmacy
42 Yoga Studio Ethiopian Restaurant
43 Pizza Place Convenience Store
44 Café Speakeasy
45 Yoga Studio Ethiopian Restaurant
46 Yoga Studio Ethiopian Restaurant
47 Restaurant Athletics & Sports
48 Arts & Entertainment Breakfast Spot
49 Arts & Entertainment Platform
50 Ethiopian Restaurant Forest
51 Coffee Shop Lounge
52 Yoga Studio Food Truck
53 Seafood Restaurant Fast Food Restaurant
54 Yoga Studio Forest
55 Ethiopian Restaurant Forest
56 Farm Waterfall
57 Ethiopian Restaurant Forest
58 Yoga Studio Ethiopian Restaurant
59 Hotel French Restaurant
60 Supermarket Shop & Service
61 Ethiopian Restaurant Forest
62 History Museum Resort
63 Ethiopian Restaurant Forest
64 Art Gallery Yoga Studio
65 Historic Site Bike Rental / Bike Share
66 Fried Chicken Joint Spa
67 Pizza Place Speakeasy
68 Park River
69 Forest Food Truck
70 Discount Store Yoga Studio
71 Park River
72 Nightclub Gym / Fitness Center
73 Park River
74 Yoga Studio Event Space
75 Burger Joint Bar
76 Pub Coffee Shop
77 Burger Joint Bar
78 Mexican Restaurant Burger Joint
79 Dessert Shop Yoga Studio
80 Pizza Place Art Gallery
81 River Gym Pool
82 Convenience Store Comfort Food Restaurant
83 Beach Park
84 Pub Southern / Soul Food Restaurant
85 Fried Chicken Joint BBQ Joint
86 Brewery Playground
87 Coffee Shop Print Shop
88 Theater Breakfast Spot
89 Yoga Studio Event Space
90 Yoga Studio Event Space
91 Bar Yoga Studio
92 Fried Chicken Joint Forest
93 Dog Run Shopping Mall
94 Ethiopian Restaurant Forest
95 Business Service Lake
5th Most Common Venue 6th Most Common Venue \
0 Boutique Sushi Restaurant
1 New American Restaurant Bar
2 Lounge French Restaurant
3 Food Truck Food & Drink Shop
4 Sandwich Place Seafood Restaurant
5 Ethiopian Restaurant Food Truck
6 Donut Shop Event Space
7 College Cafeteria Museum
8 Coffee Shop Art Gallery
9 Food Truck Food & Drink Shop
10 Forest Food Truck
11 Soccer Field Yoga Studio
12 Playground Dog Run
13 Playground Dog Run
14 Bakery Sandwich Place
15 Breakfast Spot Theater
16 Thai Restaurant Women's Store
17 Food Truck Deli / Bodega
18 Food Truck Food & Drink Shop
19 Ethiopian Restaurant Food Truck
20 Forest Food Truck
21 New American Restaurant Park
22 Pharmacy Ethiopian Restaurant
23 Library Bagel Shop
24 Chinese Restaurant Event Space
25 French Restaurant Art Gallery
26 Food Truck Food & Drink Shop
27 Park Liquor Store
28 Shopping Mall Sandwich Place
29 Yoga Studio Event Space
30 Food Event Space
31 Park Deli / Bodega
32 Event Space Forest
33 Historic Site History Museum
34 Sandwich Place Bakery
35 Soccer Field Massage Studio
36 Yoga Studio Falafel Restaurant
37 Yoga Studio Event Space
38 Event Space Food Truck
39 Food Truck Food & Drink Shop
40 Paper / Office Supplies Store Yoga Studio
41 Yoga Studio Event Space
42 Food Truck Food & Drink Shop
43 Shopping Mall Indian Restaurant
44 Southern / Soul Food Restaurant Event Space
45 Forest Food Truck
46 Forest Food Truck
47 Yoga Studio Event Space
48 Mexican Restaurant Shipping Store
49 Seafood Restaurant Sandwich Place
50 Food Truck Food & Drink Shop
51 American Restaurant Mexican Restaurant
52 Food & Drink Shop Food
53 Dog Run Coffee Shop
54 Food Truck Food & Drink Shop
55 Food Truck Food & Drink Shop
56 Forest Lake
57 Food Truck Food & Drink Shop
58 Food Truck Food & Drink Shop
59 Café Southern / Soul Food Restaurant
60 Chinese Restaurant Bar
61 Food Truck Food & Drink Shop
62 Coffee Shop Dog Run
63 Food Truck Food & Drink Shop
64 Ethiopian Restaurant Food Truck
65 Record Shop Concert Hall
66 Furniture / Home Store Supermarket
67 Brewery Smoke Shop
68 Seafood Restaurant Caribbean Restaurant
69 Food & Drink Shop Food
70 Falafel Restaurant French Restaurant
71 Seafood Restaurant Caribbean Restaurant
72 American Restaurant Chinese Restaurant
73 Seafood Restaurant Caribbean Restaurant
74 Forest Food Truck
75 Southern / Soul Food Restaurant Coffee Shop
76 Hotel Fast Food Restaurant
77 Southern / Soul Food Restaurant Coffee Shop
78 Vietnamese Restaurant Steakhouse
79 Falafel Restaurant French Restaurant
80 Fast Food Restaurant Coffee Shop
81 Chinese Restaurant Yoga Studio
82 Soccer Stadium Smoothie Shop
83 Yoga Studio Event Space
84 Speakeasy Pool
85 Discount Store Chinese Restaurant
86 Speakeasy Café
87 Food Speakeasy
88 Music Venue Caribbean Restaurant
89 Forest Food Truck
90 Forest Food Truck
91 Event Space Forest
92 Food Truck Food & Drink Shop
93 Lake Yoga Studio
94 Food Truck Food & Drink Shop
95 Gym Golf Course
7th Most Common Venue 8th Most Common Venue \
0 Bar Thai Restaurant
1 Italian Restaurant Bistro
2 Café Men's Store
3 Food Flower Shop
4 Dessert Shop Diner
5 Food & Drink Shop Food
6 Food Truck Food & Drink Shop
7 Café Music Venue
8 Men's Store Sandwich Place
9 Food Flower Shop
10 Food & Drink Shop Food
11 Food & Drink Shop Food
12 Art Gallery Theater
13 Art Gallery Theater
14 Chinese Restaurant Speakeasy
15 Mobile Phone Shop Burger Joint
16 Clothing Store Gift Shop
17 Mexican Restaurant Fast Food Restaurant
18 Food Flower Shop
19 Food & Drink Shop Food
20 Food & Drink Shop Food
21 Seafood Restaurant Coffee Shop
22 Food Truck Food & Drink Shop
23 Museum Café
24 Forest Food Truck
25 Sandwich Place Men's Store
26 Food Flower Shop
27 Falafel Restaurant Food Truck
28 BBQ Joint Pizza Place
29 Food Truck Food & Drink Shop
30 Forest Food Truck
31 Gastropub Sushi Restaurant
32 Food Truck Food & Drink Shop
33 Rock Club Music Venue
34 Chinese Restaurant Nightclub
35 Falafel Restaurant Food & Drink Shop
36 Forest Food Truck
37 Food Truck Food & Drink Shop
38 Food & Drink Shop Food
39 Food Flower Shop
40 Ethiopian Restaurant Food & Drink Shop
41 Food Truck Food & Drink Shop
42 Food Flower Shop
43 Lounge Mexican Restaurant
44 Coffee Shop Cocktail Bar
45 Food & Drink Shop Food
46 Food & Drink Shop Food
47 Forest Food Truck
48 Coffee Shop Mobile Phone Shop
49 New American Restaurant Thai Restaurant
50 Food Flower Shop
51 Food Truck Deli / Bodega
52 Flower Shop Flea Market
53 Discount Store Pizza Place
54 Food Flower Shop
55 Food Flower Shop
56 Garden Center Trail
57 Food Flower Shop
58 Food Flower Shop
59 Coffee Shop Sandwich Place
60 Yoga Studio Event Space
61 Food Flower Shop
62 Chinese Restaurant Sandwich Place
63 Food Flower Shop
64 Food & Drink Shop Food
65 Scenic Lookout Farmers Market
66 Sandwich Place Casino
67 Burger Joint Cosmetics Shop
68 Volleyball Court Home Service
69 Flower Shop Flea Market
70 Forest Food Truck
71 Volleyball Court Home Service
72 Burger Joint Market
73 Volleyball Court Home Service
74 Food & Drink Shop Food
75 Gym Smoke Shop
76 Yoga Studio Farmers Market
77 Gym Smoke Shop
78 Gym / Fitness Center Falafel Restaurant
79 Forest Food Truck
80 French Restaurant Food Truck
81 Ethiopian Restaurant Food & Drink Shop
82 Smoke Shop Seafood Restaurant
83 Food & Drink Shop Food
84 Travel & Transport River
85 Sushi Restaurant Gym
86 New American Restaurant German Restaurant
87 Bookstore Fast Food Restaurant
88 Chinese Restaurant Bubble Tea Shop
89 Food & Drink Shop Food
90 Food & Drink Shop Food
91 Food Truck Food & Drink Shop
92 Food Flower Shop
93 Event Space Food & Drink Shop
94 Food Flower Shop
95 Ethiopian Restaurant Food & Drink Shop
9th Most Common Venue 10th Most Common Venue
0 Coffee Shop Furniture / Home Store
1 Pub Gastropub
2 Seafood Restaurant Performing Arts Venue
3 Flea Market Fast Food Restaurant
4 Food Cupcake Shop
5 Flower Shop Flea Market
6 Food Flower Shop
7 Bookstore Hotel
8 Café Lounge
9 Flea Market Fast Food Restaurant
10 Flower Shop Flea Market
11 Flower Shop Flea Market
12 Event Space Falafel Restaurant
13 Event Space Falafel Restaurant
14 BBQ Joint Bookstore
15 Bubble Tea Shop Caribbean Restaurant
16 Candy Store Arts & Crafts Store
17 Italian Restaurant Indian Restaurant
18 Flea Market Fast Food Restaurant
19 Flower Shop Flea Market
20 Flower Shop Flea Market
21 Thai Restaurant Diner
22 Food Flower Shop
23 Music Venue Bookstore
24 Food & Drink Shop Food
25 Food & Drink Shop Speakeasy
26 Flea Market Fast Food Restaurant
27 Food & Drink Shop Food
28 Diner Discount Store
29 Food Flower Shop
30 Food & Drink Shop Flower Shop
31 Liquor Store Cocktail Bar
32 Food Flower Shop
33 Monument / Landmark Bistro
34 Bookstore BBQ Joint
35 Food Flower Shop
36 Food & Drink Shop Food
37 Food Flower Shop
38 Flower Shop Flea Market
39 Flea Market Fast Food Restaurant
40 Flower Shop Flea Market
41 Food Flower Shop
42 Flea Market Fast Food Restaurant
43 Coffee Shop Hotel Bar
44 Music Venue Lounge
45 Flower Shop Flea Market
46 Flower Shop Flea Market
47 Food & Drink Shop Food
48 Convenience Store Dog Run
49 Diner French Restaurant
50 Flea Market Fast Food Restaurant
51 Indian Restaurant Fast Food Restaurant
52 Fast Food Restaurant Farmers Market
53 Convenience Store Flea Market
54 Flea Market Fast Food Restaurant
55 Flea Market Fast Food Restaurant
56 Dog Run Yoga Studio
57 Flea Market Fast Food Restaurant
58 Flea Market Fast Food Restaurant
59 Lounge Deli / Bodega
60 Food & Drink Shop Food
61 Flea Market Fast Food Restaurant
62 Massage Studio Sushi Restaurant
63 Flea Market Fast Food Restaurant
64 Flower Shop Flea Market
65 Monument / Landmark Miscellaneous Shop
66 Chinese Restaurant Thrift / Vintage Store
67 Playground Pool
68 Flea Market Fast Food Restaurant
69 Fast Food Restaurant Farmers Market
70 Food & Drink Shop Food
71 Flea Market Fast Food Restaurant
72 Medical Supply Store Food Truck
73 Flea Market Fast Food Restaurant
74 Flower Shop Flea Market
75 Ethiopian Restaurant New American Restaurant
76 Fried Chicken Joint French Restaurant
77 Ethiopian Restaurant New American Restaurant
78 Food Truck Food & Drink Shop
79 Food & Drink Shop Food
80 Food & Drink Shop Food
81 Food Flower Shop
82 Sandwich Place Clothing Store
83 Flower Shop Flea Market
84 Historic Site Italian Restaurant
85 Eastern European Restaurant Music Venue
86 Bakery BBQ Joint
87 College Gym Café
88 Massage Studio Bookstore
89 Flower Shop Flea Market
90 Flower Shop Flea Market
91 Food Flower Shop
92 Flea Market Fast Food Restaurant
93 Food Flower Shop
94 Flea Market Fast Food Restaurant
95 Food Flower Shop
In [46]:
print(richmond_data['Borough'])
0 Westhampton 1 Glen Allen 2 Wyndham 3 Innsbrook 4 Short Pump 5 Highland Springs 6 Laurel 7 Brandermill 8 Woodlake 9 Midlothian 10 Salisbury, Chesterfield County 11 Skinquarter 12 Moseley 13 Fair Oaks 14 Sandston 15 Block 0-100 East Franklin Street Historic Dist... 16 Central Office District 17 Downtown Richmond 18 Main Street Banking Historic District 19 Monroe Ward 20 Shockoe Slip 21 Upper Shockoe Valley 22 Arts District 23 Carver Industrial Historic District 24 Fan district 25 Gilpin 26 Jackson Ward 27 Maymont 28 Oregon Hill 29 Randolph 30 West Broad Street Commercial Historic District 31 2900 Block Grove Avenue Historic District 32 Arthur Ashe Boulevard 33 Byrd Park 34 Carillon 35 Carytown 36 Museum District 37 Stadium neighborhood 38 Windsor Farms 39 Barton Heights 40 Battery Court Historic District 41 Chamberlayne Industrial Center 42 Chestnut Hill–Plateau Historic District 43 Forest Lawn Cemetery 44 Green Park 45 Highland Park 46 Church Hill 47 Creighton Court 48 East End 49 East Highland Park 50 Fairmount 51 Libby Hill 52 Mosby Court 53 Oakwood–Chimborazo Historic District 54 Shockoe Bottom 55 Tobacco Row 56 Union Hill 57 Shockoe Valley 58 Manchester 59 Old Town Manchester 60 South Richmond 61 South Garden 62 Forest Hill 63 Jahnke 64 Woodland Heights 65 Granite 66 Springhill Historic District 67 Manchester, Chesterfield County 68 Lockgreen 69 Brookland Park Historic District 70 Chamberlayne 71 Ginter Park 72 Hermitage Road Historic District 73 Laburnum Park Historic District 74 Pine Camp 75 Sherwood Park 76 Lakeside 77 Tuckahoe 78 West End 79 Carver 80 Dumbarton 81 Gambles Hill 82 Sauer's Gardens 83 Scott's Addition Historic District 84 Texas Beach 85 Fulton Hill 86 Malvern Gardens 87 Montrose 88 Rocketts Landing 89 Shed Town 90 Varina 91 Bensley 92 Meadowbrook 93 Bon Air 94 Huguenot Farms 95 Rockwood 96 Bellwood 97 Biotech and MCV District 98 Court End 99 Ettrick 100 Matoaca 101 Chester 102 Centralia 103 Colonial Heights 104 Enon 105 Bermuda Hundred 106 Winterpock Name: Borough, dtype: object
Some data cleaning was performed to remove neighborhoods with no data and match the length of the two dataframes.
In [47]:
#clean up richmond_data for empty neighborhoods
richmond_merged = richmond_data
#richmond_merged.drop([Chester])
#richmond_merged.set_index('Borough')
#richmond_merged = rpm.drop(rpm.index[105], rpm.index[101],rpm.index[42],rpm.index[104],rpm.index[13],rpm.index[43],rpm.index[85],rpm.index[12],rpm.index[61],rpm.index[90],rpm.index[95])
richmond_merged =richmond_merged.drop(richmond_merged.index[105])
richmond_merged =richmond_merged.drop(richmond_merged.index[104])
richmond_merged =richmond_merged.drop(richmond_merged.index[101])
richmond_merged =richmond_merged.drop(richmond_merged.index[95])
richmond_merged =richmond_merged.drop(richmond_merged.index[90])
richmond_merged =richmond_merged.drop(richmond_merged.index[85])
richmond_merged =richmond_merged.drop(richmond_merged.index[61])
richmond_merged =richmond_merged.drop(richmond_merged.index[43])
richmond_merged =richmond_merged.drop(richmond_merged.index[42])
richmond_merged =richmond_merged.drop(richmond_merged.index[13])
richmond_merged =richmond_merged.drop(richmond_merged.index[12])
richmond_merged.reset_index(drop=True, inplace=True)
#105,101,42,104,13,43,85,12,61,90,95]
#Need to remove:
#Bermuda Hundred
#Chester
#Chestnut Hill–Plateau Historic District
#Enon
#Fair Oaks
#Forest Lawn Cemetery
#Fulton Hill
#Moseley
#South Garden
#Varina
#Rockwood
print(richmond_merged)
Borough Average House Price \
0 Westhampton 744890
1 Glen Allen 354487
2 Wyndham 426482
3 Innsbrook 314004
4 Short Pump 314004
5 Highland Springs 164306
6 Laurel 164306
7 Brandermill 294102
8 Woodlake 294102
9 Midlothian 456644
10 Salisbury, Chesterfield County 456644
11 Skinquarter 389037
12 Sandston 211135
13 Block 0-100 East Franklin Street Historic Dist... 248772
14 Central Office District 248772
15 Downtown Richmond 248772
16 Main Street Banking Historic District 248772
17 Monroe Ward 248772
18 Shockoe Slip 248772
19 Upper Shockoe Valley 248772
20 Arts District 293591
21 Carver Industrial Historic District 293591
22 Fan district 293591
23 Gilpin 293591
24 Jackson Ward 293591
25 Maymont 293591
26 Oregon Hill 293591
27 Randolph 293591
28 West Broad Street Commercial Historic District 293591
29 2900 Block Grove Avenue Historic District 438898
30 Arthur Ashe Boulevard 438898
31 Byrd Park 438898
32 Carillon 438898
33 Carytown 438898
34 Museum District 438898
35 Stadium neighborhood 438898
36 Windsor Farms 438898
37 Barton Heights 192534
38 Battery Court Historic District 192534
39 Chamberlayne Industrial Center 192534
40 Green Park 192534
41 Highland Park 192534
42 Church Hill 193927
43 Creighton Court 193927
44 East End 193927
45 East Highland Park 193927
46 Fairmount 193927
47 Libby Hill 193927
48 Mosby Court 193927
49 Oakwood–Chimborazo Historic District 193927
50 Shockoe Bottom 193927
51 Tobacco Row 193927
52 Union Hill 193927
53 Shockoe Valley 193927
54 Manchester 154828
55 Old Town Manchester 154828
56 South Richmond 154828
57 Forest Hill 250670
58 Jahnke 250670
59 Woodland Heights 250670
60 Granite 250670
61 Springhill Historic District 250670
62 Manchester, Chesterfield County 250670
63 Lockgreen 379544
64 Brookland Park Historic District 271564
65 Chamberlayne 271564
66 Ginter Park 271564
67 Hermitage Road Historic District 271564
68 Laburnum Park Historic District 271564
69 Pine Camp 271564
70 Sherwood Park 271564
71 Lakeside 218830
72 Tuckahoe 325753
73 West End 325753
74 Carver 262383
75 Dumbarton 262383
76 Gambles Hill 262383
77 Sauer's Gardens 262383
78 Scott's Addition Historic District 262383
79 Texas Beach 262383
80 Malvern Gardens 219209
81 Montrose 219209
82 Rocketts Landing 219209
83 Shed Town 219209
84 Bensley 198938
85 Meadowbrook 198938
86 Bon Air 272807
87 Huguenot Farms 272807
88 Bellwood 216697
89 Biotech and MCV District 261415
90 Court End 261415
91 Ettrick 121834
92 Matoaca 121834
93 Centralia 261062
94 Colonial Heights 187527
95 Winterpock 357963
Latitude Longitude Zip
0 38.904167 -77.184722 22043
1 37.660000 -77.485556 23058
2 37.697500 -77.610833 23059
3 37.647500 -77.586389 23060
4 37.661944 -77.626667 23060
5 37.545556 -77.328611 23075
6 37.633889 -77.506667 23075
7 37.440778 -77.649417 23112
8 37.412778 -77.685000 23112
9 37.521500 -77.664778 23113
10 37.531258 -77.643325 23113
11 37.399000 -77.783000 23120
12 37.523611 -77.315833 23150
13 37.543056 -77.443611 23219
14 37.536323 -77.437531 23219
15 37.545556 -77.438889 23219
16 37.538056 -77.436389 23219
17 37.546389 -77.444444 23219
18 37.534722 -77.433333 23219
19 37.543527 -77.425584 23219
20 37.545910 -77.442670 23220
21 37.554167 -77.453056 23220
22 37.552500 -77.465556 23220
23 37.552573 -77.448378 23220
24 37.548333 -77.440833 23220
25 37.535278 -77.477778 23220
26 37.539680 -77.451380 23220
27 37.542441 -77.460146 23220
28 37.553611 -77.455833 23220
29 37.555556 -77.476667 23221
30 37.556389 -77.474722 23221
31 37.540833 -77.483889 23221
32 37.539352 -77.484209 23221
33 37.552028 -77.480222 23221
34 37.559722 -77.479444 23221
35 37.550838 -77.486744 23221
36 37.555556 -77.498333 23221
37 37.560278 -77.432500 23222
38 37.567222 -77.439722 23222
39 37.597402 -77.440739 23222
40 37.568392 -77.426555 23222
41 37.581314 -77.415430 23222
42 37.529167 -77.418056 23223
43 37.545284 -77.398242 23223
44 37.535556 -77.408889 23223
45 37.570833 -77.396667 23223
46 37.545278 -77.413056 23223
47 37.527500 -77.416944 23223
48 37.543625 -77.420998 23223
49 37.531389 -77.400833 23223
50 37.532222 -77.424722 23223
51 37.529583 -77.424278 23223
52 37.537222 -77.418056 23223
53 37.532222 -77.424722 23223
54 37.521111 -77.444167 23224
55 37.522559 -77.430611 23224
56 37.522500 -77.441389 23224
57 37.524028 -77.480000 23225
58 37.523069 -77.523866 23225
59 37.518889 -77.462222 23225
60 37.533056 -77.507222 23225
61 37.524167 -77.454722 23225
62 37.488889 -77.543889 23225
63 37.558578 -77.513802 23226
64 37.582778 -77.447500 23227
65 37.630833 -77.437778 23227
66 37.580556 -77.447222 23227
67 37.584150 -77.462547 23227
68 37.581111 -77.456389 23227
69 37.602120 -77.447620 23227
70 37.575000 -77.455000 23227
71 37.610833 -77.475833 23228
72 37.595833 -77.575833 23229
73 37.621111 -77.558333 23229
74 37.552972 -77.449667 23230
75 37.609167 -77.506111 23230
76 37.536944 -77.445278 23230
77 37.515278 -77.413889 23230
78 37.568333 -77.472500 23230
79 37.530000 -77.468611 23230
80 37.567083 -77.486667 23231
81 37.520556 -77.378333 23231
82 37.515278 -77.413889 23231
83 37.515278 -77.413889 23231
84 37.448889 -77.445556 23234
85 37.430556 -77.474444 23234
86 37.520000 -77.568889 23235
87 37.554167 -77.584444 23235
88 37.405556 -77.434167 23237
89 37.543623 -77.430829 23298
90 37.543889 -77.431389 23298
91 37.242778 -77.425556 23803
92 37.228056 -77.470556 23803
93 37.380982 -77.459985 23831
94 37.243889 -77.410556 23834
95 37.346111 -77.719444 23838
In [48]:
print(boroughs_venues_sorted)
Borough \
0 2900 Block Grove Avenue Historic District
1 Arthur Ashe Boulevard
2 Arts District
3 Barton Heights
4 Battery Court Historic District
5 Bellwood
6 Bensley
7 Biotech and MCV District
8 Block 0-100 East Franklin Street Historic Dist...
9 Bon Air
10 Brandermill
11 Brookland Park Historic District
12 Byrd Park
13 Carillon
14 Carver
15 Carver Industrial Historic District
16 Carytown
17 Central Office District
18 Centralia
19 Chamberlayne
20 Chamberlayne Industrial Center
21 Church Hill
22 Colonial Heights
23 Court End
24 Creighton Court
25 Downtown Richmond
26 Dumbarton
27 East End
28 East Highland Park
29 Ettrick
30 Fairmount
31 Fan district
32 Forest Hill
33 Gambles Hill
34 Gilpin
35 Ginter Park
36 Glen Allen
37 Granite
38 Green Park
39 Hermitage Road Historic District
40 Highland Park
41 Highland Springs
42 Huguenot Farms
43 Innsbrook
44 Jackson Ward
45 Jahnke
46 Laburnum Park Historic District
47 Lakeside
48 Laurel
49 Libby Hill
50 Lockgreen
51 Main Street Banking Historic District
52 Malvern Gardens
53 Manchester
54 Manchester, Chesterfield County
55 Matoaca
56 Maymont
57 Meadowbrook
58 Midlothian
59 Monroe Ward
60 Montrose
61 Mosby Court
62 Museum District
63 Oakwood–Chimborazo Historic District
64 Old Town Manchester
65 Oregon Hill
66 Pine Camp
67 Randolph
68 Rocketts Landing
69 Salisbury, Chesterfield County
70 Sandston
71 Sauer's Gardens
72 Scott's Addition Historic District
73 Shed Town
74 Sherwood Park
75 Shockoe Bottom
76 Shockoe Slip
77 Shockoe Valley
78 Short Pump
79 Skinquarter
80 South Richmond
81 Springhill Historic District
82 Stadium neighborhood
83 Texas Beach
84 Tobacco Row
85 Tuckahoe
86 Union Hill
87 Upper Shockoe Valley
88 West Broad Street Commercial Historic District
89 West End
90 Westhampton
91 Windsor Farms
92 Winterpock
93 Woodlake
94 Woodland Heights
95 Wyndham
1st Most Common Venue 2nd Most Common Venue \
0 American Restaurant Salon / Barbershop
1 Café Coffee Shop
2 Hotel New American Restaurant
3 Record Shop Lounge
4 Pool Park
5 Construction & Landscaping Latin American Restaurant
6 Hotel Storage Facility
7 History Museum Fast Food Restaurant
8 Hotel New American Restaurant
9 Business Service Yoga Studio
10 Intersection Tennis Court
11 Event Space Building
12 Park Trail
13 Trail Park
14 Mexican Restaurant Coffee Shop
15 Coffee Shop Sandwich Place
16 Boutique American Restaurant
17 Hotel Coffee Shop
18 Platform Train Station
19 Home Service Pizza Place
20 Dog Run Other Great Outdoors
21 Bakery Pub
22 Convenience Store Home Service
23 History Museum Fast Food Restaurant
24 BBQ Joint Deli / Bodega
25 Café Hotel
26 Lawyer Vegetarian / Vegan Restaurant
27 Bridal Shop Movie Theater
28 Convenience Store Salon / Barbershop
29 Deli / Bodega Park
30 Southern / Soul Food Restaurant Deli / Bodega
31 Massage Studio Thrift / Vintage Store
32 Beach Dog Run
33 Trail Park
34 Pizza Place Mexican Restaurant
35 Event Space Building
36 Cosmetics Shop Playground
37 Dance Studio History Museum
38 Pool Park
39 Playground Yoga Studio
40 Racetrack Food
41 Convenience Store Movie Theater
42 River Lake
43 Hotel Sandwich Place
44 Art Gallery French Restaurant
45 Italian Restaurant Jewelry Store
46 Gym / Fitness Center Athletics & Sports
47 American Restaurant Convenience Store
48 Sandwich Place Fast Food Restaurant
49 Park Bakery
50 Scenic Lookout American Restaurant
51 Hotel Sandwich Place
52 Greek Restaurant Playground
53 Music Venue Dance Studio
54 Outdoors & Recreation Construction & Landscaping
55 River Yoga Studio
56 Park Garden
57 Pool Yoga Studio
58 Playground Salon / Barbershop
59 New American Restaurant Art Gallery
60 Gas Station Video Store
61 Scenic Lookout Yoga Studio
62 Pizza Place Juice Bar
63 Playground Yoga Studio
64 Residential Building (Apartment / Condo) Platform
65 Pizza Place Park
66 Discount Store Southern / Soul Food Restaurant
67 Park Gym / Fitness Center
68 Harbor / Marina Food Truck
69 Pub Ethiopian Restaurant
70 Baseball Field American Restaurant
71 Harbor / Marina Food Truck
72 Brewery Coffee Shop
73 Harbor / Marina Food Truck
74 Motel Concert Hall
75 Pub Travel & Transport
76 Pizza Place Food Truck
77 Pub Travel & Transport
78 Hotel Adult Boutique
79 Antique Shop American Restaurant
80 Brewery Seafood Restaurant
81 Intersection Discount Store
82 Burger Joint Fast Food Restaurant
83 Furniture / Home Store Skate Park
84 Gym Park
85 Seafood Restaurant Gym / Fitness Center
86 Southern / Soul Food Restaurant Grocery Store
87 History Museum Sandwich Place
88 Coffee Shop Sandwich Place
89 Pool Art Gallery
90 Wine Bar Metro Station
91 Concert Hall Jewelry Store
92 Farm Yoga Studio
93 Playground Gas Station
94 Park Yoga Studio
95 Park Amphitheater
3rd Most Common Venue 4th Most Common Venue \
0 Café Thrift / Vintage Store
1 American Restaurant Salon / Barbershop
2 Art Gallery Southern / Soul Food Restaurant
3 Yoga Studio Ethiopian Restaurant
4 Fried Chicken Joint Fast Food Restaurant
5 Thrift / Vintage Store Yoga Studio
6 Gas Station Flea Market
7 Coffee Shop Library
8 French Restaurant Brewery
9 Event Space Forest
10 Yoga Studio Event Space
11 Playground Furniture / Home Store
12 Food Truck Farm
13 Food Truck Farm
14 Breakfast Spot Pizza Place
15 Chinese Restaurant Music Venue
16 Pizza Place Furniture / Home Store
17 Sandwich Place Lounge
18 Yoga Studio Ethiopian Restaurant
19 Discount Store Yoga Studio
20 Yoga Studio Event Space
21 Sandwich Place American Restaurant
22 American Restaurant Italian Restaurant
23 Coffee Shop Hotel
24 Convenience Store Discount Store
25 Performing Arts Venue Southern / Soul Food Restaurant
26 Café Ethiopian Restaurant
27 Pizza Place Bus Station
28 Flower Shop Supermarket
29 Train Station Bar
30 Convenience Store Construction & Landscaping
31 Sandwich Place American Restaurant
32 Trail Yoga Studio
33 Hotel Scenic Lookout
34 Speakeasy Breakfast Spot
35 Playground Furniture / Home Store
36 Athletics & Sports Baseball Field
37 Massage Studio Golf Course
38 Bar Yoga Studio
39 Ethiopian Restaurant Forest
40 Garden Music Venue
41 Diner Pharmacy
42 Yoga Studio Ethiopian Restaurant
43 Pizza Place Convenience Store
44 Café Speakeasy
45 Yoga Studio Ethiopian Restaurant
46 Yoga Studio Ethiopian Restaurant
47 Restaurant Athletics & Sports
48 Arts & Entertainment Breakfast Spot
49 Arts & Entertainment Platform
50 Ethiopian Restaurant Forest
51 Coffee Shop Lounge
52 Yoga Studio Food Truck
53 Seafood Restaurant Fast Food Restaurant
54 Yoga Studio Forest
55 Ethiopian Restaurant Forest
56 Farm Waterfall
57 Ethiopian Restaurant Forest
58 Yoga Studio Ethiopian Restaurant
59 Hotel French Restaurant
60 Supermarket Shop & Service
61 Ethiopian Restaurant Forest
62 History Museum Resort
63 Ethiopian Restaurant Forest
64 Art Gallery Yoga Studio
65 Historic Site Bike Rental / Bike Share
66 Fried Chicken Joint Spa
67 Pizza Place Speakeasy
68 Park River
69 Forest Food Truck
70 Discount Store Yoga Studio
71 Park River
72 Nightclub Gym / Fitness Center
73 Park River
74 Yoga Studio Event Space
75 Burger Joint Bar
76 Pub Coffee Shop
77 Burger Joint Bar
78 Mexican Restaurant Burger Joint
79 Dessert Shop Yoga Studio
80 Pizza Place Art Gallery
81 River Gym Pool
82 Convenience Store Comfort Food Restaurant
83 Beach Park
84 Pub Southern / Soul Food Restaurant
85 Fried Chicken Joint BBQ Joint
86 Brewery Playground
87 Coffee Shop Print Shop
88 Theater Breakfast Spot
89 Yoga Studio Event Space
90 Yoga Studio Event Space
91 Bar Yoga Studio
92 Fried Chicken Joint Forest
93 Dog Run Shopping Mall
94 Ethiopian Restaurant Forest
95 Business Service Lake
5th Most Common Venue 6th Most Common Venue \
0 Boutique Sushi Restaurant
1 New American Restaurant Bar
2 Lounge French Restaurant
3 Food Truck Food & Drink Shop
4 Sandwich Place Seafood Restaurant
5 Ethiopian Restaurant Food Truck
6 Donut Shop Event Space
7 College Cafeteria Museum
8 Coffee Shop Art Gallery
9 Food Truck Food & Drink Shop
10 Forest Food Truck
11 Soccer Field Yoga Studio
12 Playground Dog Run
13 Playground Dog Run
14 Bakery Sandwich Place
15 Breakfast Spot Theater
16 Thai Restaurant Women's Store
17 Food Truck Deli / Bodega
18 Food Truck Food & Drink Shop
19 Ethiopian Restaurant Food Truck
20 Forest Food Truck
21 New American Restaurant Park
22 Pharmacy Ethiopian Restaurant
23 Library Bagel Shop
24 Chinese Restaurant Event Space
25 French Restaurant Art Gallery
26 Food Truck Food & Drink Shop
27 Park Liquor Store
28 Shopping Mall Sandwich Place
29 Yoga Studio Event Space
30 Food Event Space
31 Park Deli / Bodega
32 Event Space Forest
33 Historic Site History Museum
34 Sandwich Place Bakery
35 Soccer Field Massage Studio
36 Yoga Studio Falafel Restaurant
37 Yoga Studio Event Space
38 Event Space Food Truck
39 Food Truck Food & Drink Shop
40 Paper / Office Supplies Store Yoga Studio
41 Yoga Studio Event Space
42 Food Truck Food & Drink Shop
43 Shopping Mall Indian Restaurant
44 Southern / Soul Food Restaurant Event Space
45 Forest Food Truck
46 Forest Food Truck
47 Yoga Studio Event Space
48 Mexican Restaurant Shipping Store
49 Seafood Restaurant Sandwich Place
50 Food Truck Food & Drink Shop
51 American Restaurant Mexican Restaurant
52 Food & Drink Shop Food
53 Dog Run Coffee Shop
54 Food Truck Food & Drink Shop
55 Food Truck Food & Drink Shop
56 Forest Lake
57 Food Truck Food & Drink Shop
58 Food Truck Food & Drink Shop
59 Café Southern / Soul Food Restaurant
60 Chinese Restaurant Bar
61 Food Truck Food & Drink Shop
62 Coffee Shop Dog Run
63 Food Truck Food & Drink Shop
64 Ethiopian Restaurant Food Truck
65 Record Shop Concert Hall
66 Furniture / Home Store Supermarket
67 Brewery Smoke Shop
68 Seafood Restaurant Caribbean Restaurant
69 Food & Drink Shop Food
70 Falafel Restaurant French Restaurant
71 Seafood Restaurant Caribbean Restaurant
72 American Restaurant Chinese Restaurant
73 Seafood Restaurant Caribbean Restaurant
74 Forest Food Truck
75 Southern / Soul Food Restaurant Coffee Shop
76 Hotel Fast Food Restaurant
77 Southern / Soul Food Restaurant Coffee Shop
78 Vietnamese Restaurant Steakhouse
79 Falafel Restaurant French Restaurant
80 Fast Food Restaurant Coffee Shop
81 Chinese Restaurant Yoga Studio
82 Soccer Stadium Smoothie Shop
83 Yoga Studio Event Space
84 Speakeasy Pool
85 Discount Store Chinese Restaurant
86 Speakeasy Café
87 Food Speakeasy
88 Music Venue Caribbean Restaurant
89 Forest Food Truck
90 Forest Food Truck
91 Event Space Forest
92 Food Truck Food & Drink Shop
93 Lake Yoga Studio
94 Food Truck Food & Drink Shop
95 Gym Golf Course
7th Most Common Venue 8th Most Common Venue \
0 Bar Thai Restaurant
1 Italian Restaurant Bistro
2 Café Men's Store
3 Food Flower Shop
4 Dessert Shop Diner
5 Food & Drink Shop Food
6 Food Truck Food & Drink Shop
7 Café Music Venue
8 Men's Store Sandwich Place
9 Food Flower Shop
10 Food & Drink Shop Food
11 Food & Drink Shop Food
12 Art Gallery Theater
13 Art Gallery Theater
14 Chinese Restaurant Speakeasy
15 Mobile Phone Shop Burger Joint
16 Clothing Store Gift Shop
17 Mexican Restaurant Fast Food Restaurant
18 Food Flower Shop
19 Food & Drink Shop Food
20 Food & Drink Shop Food
21 Seafood Restaurant Coffee Shop
22 Food Truck Food & Drink Shop
23 Museum Café
24 Forest Food Truck
25 Sandwich Place Men's Store
26 Food Flower Shop
27 Falafel Restaurant Food Truck
28 BBQ Joint Pizza Place
29 Food Truck Food & Drink Shop
30 Forest Food Truck
31 Gastropub Sushi Restaurant
32 Food Truck Food & Drink Shop
33 Rock Club Music Venue
34 Chinese Restaurant Nightclub
35 Falafel Restaurant Food & Drink Shop
36 Forest Food Truck
37 Food Truck Food & Drink Shop
38 Food & Drink Shop Food
39 Food Flower Shop
40 Ethiopian Restaurant Food & Drink Shop
41 Food Truck Food & Drink Shop
42 Food Flower Shop
43 Lounge Mexican Restaurant
44 Coffee Shop Cocktail Bar
45 Food & Drink Shop Food
46 Food & Drink Shop Food
47 Forest Food Truck
48 Coffee Shop Mobile Phone Shop
49 New American Restaurant Thai Restaurant
50 Food Flower Shop
51 Food Truck Deli / Bodega
52 Flower Shop Flea Market
53 Discount Store Pizza Place
54 Food Flower Shop
55 Food Flower Shop
56 Garden Center Trail
57 Food Flower Shop
58 Food Flower Shop
59 Coffee Shop Sandwich Place
60 Yoga Studio Event Space
61 Food Flower Shop
62 Chinese Restaurant Sandwich Place
63 Food Flower Shop
64 Food & Drink Shop Food
65 Scenic Lookout Farmers Market
66 Sandwich Place Casino
67 Burger Joint Cosmetics Shop
68 Volleyball Court Home Service
69 Flower Shop Flea Market
70 Forest Food Truck
71 Volleyball Court Home Service
72 Burger Joint Market
73 Volleyball Court Home Service
74 Food & Drink Shop Food
75 Gym Smoke Shop
76 Yoga Studio Farmers Market
77 Gym Smoke Shop
78 Gym / Fitness Center Falafel Restaurant
79 Forest Food Truck
80 French Restaurant Food Truck
81 Ethiopian Restaurant Food & Drink Shop
82 Smoke Shop Seafood Restaurant
83 Food & Drink Shop Food
84 Travel & Transport River
85 Sushi Restaurant Gym
86 New American Restaurant German Restaurant
87 Bookstore Fast Food Restaurant
88 Chinese Restaurant Bubble Tea Shop
89 Food & Drink Shop Food
90 Food & Drink Shop Food
91 Food Truck Food & Drink Shop
92 Food Flower Shop
93 Event Space Food & Drink Shop
94 Food Flower Shop
95 Ethiopian Restaurant Food & Drink Shop
9th Most Common Venue 10th Most Common Venue
0 Coffee Shop Furniture / Home Store
1 Pub Gastropub
2 Seafood Restaurant Performing Arts Venue
3 Flea Market Fast Food Restaurant
4 Food Cupcake Shop
5 Flower Shop Flea Market
6 Food Flower Shop
7 Bookstore Hotel
8 Café Lounge
9 Flea Market Fast Food Restaurant
10 Flower Shop Flea Market
11 Flower Shop Flea Market
12 Event Space Falafel Restaurant
13 Event Space Falafel Restaurant
14 BBQ Joint Bookstore
15 Bubble Tea Shop Caribbean Restaurant
16 Candy Store Arts & Crafts Store
17 Italian Restaurant Indian Restaurant
18 Flea Market Fast Food Restaurant
19 Flower Shop Flea Market
20 Flower Shop Flea Market
21 Thai Restaurant Diner
22 Food Flower Shop
23 Music Venue Bookstore
24 Food & Drink Shop Food
25 Food & Drink Shop Speakeasy
26 Flea Market Fast Food Restaurant
27 Food & Drink Shop Food
28 Diner Discount Store
29 Food Flower Shop
30 Food & Drink Shop Flower Shop
31 Liquor Store Cocktail Bar
32 Food Flower Shop
33 Monument / Landmark Bistro
34 Bookstore BBQ Joint
35 Food Flower Shop
36 Food & Drink Shop Food
37 Food Flower Shop
38 Flower Shop Flea Market
39 Flea Market Fast Food Restaurant
40 Flower Shop Flea Market
41 Food Flower Shop
42 Flea Market Fast Food Restaurant
43 Coffee Shop Hotel Bar
44 Music Venue Lounge
45 Flower Shop Flea Market
46 Flower Shop Flea Market
47 Food & Drink Shop Food
48 Convenience Store Dog Run
49 Diner French Restaurant
50 Flea Market Fast Food Restaurant
51 Indian Restaurant Fast Food Restaurant
52 Fast Food Restaurant Farmers Market
53 Convenience Store Flea Market
54 Flea Market Fast Food Restaurant
55 Flea Market Fast Food Restaurant
56 Dog Run Yoga Studio
57 Flea Market Fast Food Restaurant
58 Flea Market Fast Food Restaurant
59 Lounge Deli / Bodega
60 Food & Drink Shop Food
61 Flea Market Fast Food Restaurant
62 Massage Studio Sushi Restaurant
63 Flea Market Fast Food Restaurant
64 Flower Shop Flea Market
65 Monument / Landmark Miscellaneous Shop
66 Chinese Restaurant Thrift / Vintage Store
67 Playground Pool
68 Flea Market Fast Food Restaurant
69 Fast Food Restaurant Farmers Market
70 Food & Drink Shop Food
71 Flea Market Fast Food Restaurant
72 Medical Supply Store Food Truck
73 Flea Market Fast Food Restaurant
74 Flower Shop Flea Market
75 Ethiopian Restaurant New American Restaurant
76 Fried Chicken Joint French Restaurant
77 Ethiopian Restaurant New American Restaurant
78 Food Truck Food & Drink Shop
79 Food & Drink Shop Food
80 Food & Drink Shop Food
81 Food Flower Shop
82 Sandwich Place Clothing Store
83 Flower Shop Flea Market
84 Historic Site Italian Restaurant
85 Eastern European Restaurant Music Venue
86 Bakery BBQ Joint
87 College Gym Café
88 Massage Studio Bookstore
89 Flower Shop Flea Market
90 Flower Shop Flea Market
91 Food Flower Shop
92 Flea Market Fast Food Restaurant
93 Food Flower Shop
94 Flea Market Fast Food Restaurant
95 Food Flower Shop
In [49]:
# add clustering labels
richmond_merged['Cluster Labels'] = kmeans.labels_
# merge richmond_grouped with richmond_data to add latitude/longitude for each neighborhood
richmond_merged = richmond_merged.join(boroughs_venues_sorted.set_index('Borough'), on='Borough')
richmond_merged.head() # check the last columns!
Out[49]:
| Borough | Average House Price | Latitude | Longitude | Zip | Cluster Labels | 1st Most Common Venue | 2nd Most Common Venue | 3rd Most Common Venue | 4th Most Common Venue | 5th Most Common Venue | 6th Most Common Venue | 7th Most Common Venue | 8th Most Common Venue | 9th Most Common Venue | 10th Most Common Venue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Westhampton | 744890 | 38.904167 | -77.184722 | 22043 | 1 | Wine Bar | Metro Station | Yoga Studio | Event Space | Forest | Food Truck | Food & Drink Shop | Food | Flower Shop | Flea Market |
| 1 | Glen Allen | 354487 | 37.660000 | -77.485556 | 23058 | 1 | Cosmetics Shop | Playground | Athletics & Sports | Baseball Field | Yoga Studio | Falafel Restaurant | Forest | Food Truck | Food & Drink Shop | Food |
| 2 | Wyndham | 426482 | 37.697500 | -77.610833 | 23059 | 1 | Park | Amphitheater | Business Service | Lake | Gym | Golf Course | Ethiopian Restaurant | Food & Drink Shop | Food | Flower Shop |
| 3 | Innsbrook | 314004 | 37.647500 | -77.586389 | 23060 | 1 | Hotel | Sandwich Place | Pizza Place | Convenience Store | Shopping Mall | Indian Restaurant | Lounge | Mexican Restaurant | Coffee Shop | Hotel Bar |
| 4 | Short Pump | 314004 | 37.661944 | -77.626667 | 23060 | 1 | Hotel | Adult Boutique | Mexican Restaurant | Burger Joint | Vietnamese Restaurant | Steakhouse | Gym / Fitness Center | Falafel Restaurant | Food Truck | Food & Drink Shop |
In [50]:
count_venue = richmond_merged
count_venue = count_venue.drop(['Borough','Average House Price', 'Latitude', 'Longitude'], axis=1)
count_venue = count_venue.groupby(['Cluster Labels','1st Most Common Venue']).size().reset_index(name='Counts')
#we can transpose it to plot bar chart
cv_cluster = count_venue.pivot(index='Cluster Labels', columns='1st Most Common Venue', values='Counts')
cv_cluster = cv_cluster.fillna(0).astype(int).reset_index(drop=True)
cv_cluster
Out[50]:
| 1st Most Common Venue | American Restaurant | Antique Shop | Art Gallery | BBQ Joint | Bakery | Baseball Field | Beach | Boutique | Brewery | Bridal Shop | Burger Joint | Business Service | Café | Coffee Shop | Concert Hall | Construction & Landscaping | Convenience Store | Cosmetics Shop | Dance Studio | Deli / Bodega | Discount Store | Dog Run | Event Space | Farm | Furniture / Home Store | Gas Station | Greek Restaurant | Gym | Gym / Fitness Center | Harbor / Marina | History Museum | Home Service | Hotel | Intersection | Italian Restaurant | Lawyer | Massage Studio | Mexican Restaurant | Motel | Music Venue | New American Restaurant | Outdoors & Recreation | Park | Pizza Place | Platform | Playground | Pool | Pub | Racetrack | Record Shop | Residential Building (Apartment / Condo) | River | Sandwich Place | Scenic Lookout | Seafood Restaurant | Southern / Soul Food Restaurant | Trail | Wine Bar |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 7 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 1 | 4 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 1 |
| 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
In [51]:
#creating a bar chart of "Number of Venues in Each Cluster"
frame=cv_cluster.plot(kind='bar',figsize=(20,8),width = 0.8)
plt.legend(labels=cv_cluster.columns,fontsize= 8, ncol = 8, bbox_to_anchor=(0., 1.02, 1., .102), loc='lower left', mode="expand", borderaxespad=0.)
plt.title("Number of Venues in Each Cluster",fontsize= 16, y=0.8, x = 0.8)
plt.xticks(fontsize=14)
plt.xticks(rotation=0)
plt.xlabel('Number of Venue', fontsize=14)
plt.ylabel('Clusters', fontsize=14)
Out[51]:
Text(0, 0.5, 'Clusters')
In [52]:
Cluster_labels = {'Clusters': [0,1,2], 'Labels': ["Cafe Venues","Multiple Social Venues","Accommodation & Intensive Cafe Venues"]}
Cluster_labels = pd.DataFrame(data=Cluster_labels)
Cluster_labels
Out[52]:
| Clusters | Labels | |
|---|---|---|
| 0 | 0 | Cafe Venues |
| 1 | 1 | Multiple Social Venues |
| 2 | 2 | Accommodation & Intensive Cafe Venues |
In [53]:
data_process = richmond_merged.sort_values('Average House Price').reset_index(drop=True)
data_process = data_process.drop(['Latitude', 'Longitude'], axis=1)
data_process.drop(data_process.columns[[2,4, 5, 6,7,8,9,10,11,12,13]], axis = 1, inplace = True)
data_process.head()
Out[53]:
| Borough | Average House Price | Cluster Labels | |
|---|---|---|---|
| 0 | Matoaca | 121834 | 1 |
| 1 | Ettrick | 121834 | 1 |
| 2 | South Richmond | 154828 | 1 |
| 3 | Old Town Manchester | 154828 | 1 |
| 4 | Manchester | 154828 | 1 |
The distributionn of the different housing prices within Richmond were visualized as shown below.
In [54]:
num_bins = 30
n, bins, patches = plt.hist(data_process['Average House Price'], num_bins, facecolor='blue', alpha=0.9,edgecolor='black', linewidth=1.2)
plt.title("Average Housing Sales Prices in Range",fontsize= 16)
plt.xticks(fontsize=14)
plt.xticks(rotation=90)
plt.xlabel('Average Housing Prices (2020 USD)', fontsize=14)
plt.ylabel('Counts', fontsize=14)
plt.minorticks_on()
plt.tick_params(axis='y', which='minor', bottom=True)
plt.grid(which='major',axis ='y', linestyle=':', linewidth='0.5', color='black')
plt.grid(which='minor', axis ='y', linestyle=':', linewidth='0.1', color='black')
plt.tick_params(which='both', top='off', left='on', right='off', bottom='off')
plt.ticklabel_format(style='plain')
plt.show()
The houses were the clustered into different price categories: <200k for low hous price, 200k to 300k for mid-1 house prices, 300k to 400k for mid-2 house prices, 400k to 500k for high-1 house prices, and >500k for high-2 house prices.
In [55]:
level = []
for i in range(0,len(data_process)):
if (data_process['Average House Price'][i] < 200000):
level.append("Low House Price")
elif (data_process['Average House Price'][i] >= 200000 and data_process['Average House Price'][i] < 300000):
level.append("Mid-1 Level House Price")
elif (data_process['Average House Price'][i] >= 300000 and data_process['Average House Price'][i] < 400000):
level.append("Mid-2 Level House Price")
elif (data_process['Average House Price'][i] >= 400000 and data_process['Average House Price'][i] < 500000):
level.append("High-1 Level House Price")
else:
level.append("High-2 Level House Price")
data_process['Level_labels'] = level
data_process.head(100)
Out[55]:
| Borough | Average House Price | Cluster Labels | Level_labels | |
|---|---|---|---|---|
| 0 | Matoaca | 121834 | 1 | Low House Price |
| 1 | Ettrick | 121834 | 1 | Low House Price |
| 2 | South Richmond | 154828 | 1 | Low House Price |
| 3 | Old Town Manchester | 154828 | 1 | Low House Price |
| 4 | Manchester | 154828 | 1 | Low House Price |
| 5 | Highland Springs | 164306 | 1 | Low House Price |
| 6 | Laurel | 164306 | 1 | Low House Price |
| 7 | Colonial Heights | 187527 | 0 | Low House Price |
| 8 | Green Park | 192534 | 1 | Low House Price |
| 9 | Chamberlayne Industrial Center | 192534 | 3 | Low House Price |
| 10 | Highland Park | 192534 | 1 | Low House Price |
| 11 | Barton Heights | 192534 | 1 | Low House Price |
| 12 | Battery Court Historic District | 192534 | 0 | Low House Price |
| 13 | Oakwood–Chimborazo Historic District | 193927 | 1 | Low House Price |
| 14 | Mosby Court | 193927 | 1 | Low House Price |
| 15 | Tobacco Row | 193927 | 1 | Low House Price |
| 16 | Fairmount | 193927 | 1 | Low House Price |
| 17 | East Highland Park | 193927 | 1 | Low House Price |
| 18 | East End | 193927 | 1 | Low House Price |
| 19 | Creighton Court | 193927 | 1 | Low House Price |
| 20 | Church Hill | 193927 | 1 | Low House Price |
| 21 | Union Hill | 193927 | 1 | Low House Price |
| 22 | Shockoe Valley | 193927 | 1 | Low House Price |
| 23 | Shockoe Bottom | 193927 | 2 | Low House Price |
| 24 | Libby Hill | 193927 | 1 | Low House Price |
| 25 | Meadowbrook | 198938 | 1 | Low House Price |
| 26 | Bensley | 198938 | 1 | Low House Price |
| 27 | Sandston | 211135 | 1 | Mid-1 Level House Price |
| 28 | Bellwood | 216697 | 1 | Mid-1 Level House Price |
| 29 | Lakeside | 218830 | 1 | Mid-1 Level House Price |
| 30 | Malvern Gardens | 219209 | 1 | Mid-1 Level House Price |
| 31 | Montrose | 219209 | 1 | Mid-1 Level House Price |
| 32 | Shed Town | 219209 | 1 | Mid-1 Level House Price |
| 33 | Rocketts Landing | 219209 | 1 | Mid-1 Level House Price |
| 34 | Block 0-100 East Franklin Street Historic Dist... | 248772 | 1 | Mid-1 Level House Price |
| 35 | Central Office District | 248772 | 1 | Mid-1 Level House Price |
| 36 | Downtown Richmond | 248772 | 1 | Mid-1 Level House Price |
| 37 | Main Street Banking Historic District | 248772 | 1 | Mid-1 Level House Price |
| 38 | Shockoe Slip | 248772 | 1 | Mid-1 Level House Price |
| 39 | Upper Shockoe Valley | 248772 | 1 | Mid-1 Level House Price |
| 40 | Monroe Ward | 248772 | 1 | Mid-1 Level House Price |
| 41 | Manchester, Chesterfield County | 250670 | 1 | Mid-1 Level House Price |
| 42 | Springhill Historic District | 250670 | 2 | Mid-1 Level House Price |
| 43 | Granite | 250670 | 1 | Mid-1 Level House Price |
| 44 | Woodland Heights | 250670 | 1 | Mid-1 Level House Price |
| 45 | Jahnke | 250670 | 3 | Mid-1 Level House Price |
| 46 | Forest Hill | 250670 | 0 | Mid-1 Level House Price |
| 47 | Centralia | 261062 | 1 | Mid-1 Level House Price |
| 48 | Biotech and MCV District | 261415 | 0 | Mid-1 Level House Price |
| 49 | Court End | 261415 | 1 | Mid-1 Level House Price |
| 50 | Carver | 262383 | 1 | Mid-1 Level House Price |
| 51 | Dumbarton | 262383 | 1 | Mid-1 Level House Price |
| 52 | Gambles Hill | 262383 | 1 | Mid-1 Level House Price |
| 53 | Sauer's Gardens | 262383 | 1 | Mid-1 Level House Price |
| 54 | Scott's Addition Historic District | 262383 | 1 | Mid-1 Level House Price |
| 55 | Texas Beach | 262383 | 1 | Mid-1 Level House Price |
| 56 | Sherwood Park | 271564 | 1 | Mid-1 Level House Price |
| 57 | Laburnum Park Historic District | 271564 | 1 | Mid-1 Level House Price |
| 58 | Ginter Park | 271564 | 1 | Mid-1 Level House Price |
| 59 | Hermitage Road Historic District | 271564 | 1 | Mid-1 Level House Price |
| 60 | Pine Camp | 271564 | 1 | Mid-1 Level House Price |
| 61 | Chamberlayne | 271564 | 1 | Mid-1 Level House Price |
| 62 | Brookland Park Historic District | 271564 | 1 | Mid-1 Level House Price |
| 63 | Huguenot Farms | 272807 | 1 | Mid-1 Level House Price |
| 64 | Bon Air | 272807 | 1 | Mid-1 Level House Price |
| 65 | Maymont | 293591 | 1 | Mid-1 Level House Price |
| 66 | Jackson Ward | 293591 | 1 | Mid-1 Level House Price |
| 67 | Arts District | 293591 | 1 | Mid-1 Level House Price |
| 68 | Carver Industrial Historic District | 293591 | 1 | Mid-1 Level House Price |
| 69 | Fan district | 293591 | 1 | Mid-1 Level House Price |
| 70 | Gilpin | 293591 | 1 | Mid-1 Level House Price |
| 71 | West Broad Street Commercial Historic District | 293591 | 1 | Mid-1 Level House Price |
| 72 | Randolph | 293591 | 1 | Mid-1 Level House Price |
| 73 | Oregon Hill | 293591 | 1 | Mid-1 Level House Price |
| 74 | Woodlake | 294102 | 1 | Mid-1 Level House Price |
| 75 | Brandermill | 294102 | 1 | Mid-1 Level House Price |
| 76 | Innsbrook | 314004 | 1 | Mid-2 Level House Price |
| 77 | Short Pump | 314004 | 1 | Mid-2 Level House Price |
| 78 | Tuckahoe | 325753 | 1 | Mid-2 Level House Price |
| 79 | West End | 325753 | 1 | Mid-2 Level House Price |
| 80 | Glen Allen | 354487 | 1 | Mid-2 Level House Price |
| 81 | Winterpock | 357963 | 1 | Mid-2 Level House Price |
| 82 | Lockgreen | 379544 | 3 | Mid-2 Level House Price |
| 83 | Skinquarter | 389037 | 1 | Mid-2 Level House Price |
| 84 | Wyndham | 426482 | 1 | High-1 Level House Price |
| 85 | Windsor Farms | 438898 | 1 | High-1 Level House Price |
| 86 | Stadium neighborhood | 438898 | 1 | High-1 Level House Price |
| 87 | Museum District | 438898 | 1 | High-1 Level House Price |
| 88 | Carytown | 438898 | 1 | High-1 Level House Price |
| 89 | Carillon | 438898 | 1 | High-1 Level House Price |
| 90 | Byrd Park | 438898 | 1 | High-1 Level House Price |
| 91 | Arthur Ashe Boulevard | 438898 | 1 | High-1 Level House Price |
| 92 | 2900 Block Grove Avenue Historic District | 438898 | 1 | High-1 Level House Price |
| 93 | Salisbury, Chesterfield County | 456644 | 1 | High-1 Level House Price |
| 94 | Midlothian | 456644 | 1 | High-1 Level House Price |
| 95 | Westhampton | 744890 | 1 | High-2 Level House Price |
In [56]:
top3 = richmond_venues.groupby(['Borough','Venue Category']).size().reset_index(name='Counts')
top3 = top3.sort_values(['Borough','Counts'],ascending=False).groupby('Borough').head(3).reset_index(drop=True)
top3['Join'] = top3['Counts'].map(str) + " " + top3['Venue Category']
top3 = top3.groupby(['Borough'])['Join'].apply(", ".join).reset_index()
top3.head()
Out[56]:
| Borough | Join | |
|---|---|---|
| 0 | 2900 Block Grove Avenue Historic District | 5 American Restaurant, 3 Café, 3 Salon / Barbe... |
| 1 | Arthur Ashe Boulevard | 2 American Restaurant, 2 Bar, 2 Café |
| 2 | Arts District | 3 Art Gallery, 3 Hotel, 3 New American Restaurant |
| 3 | Barton Heights | 1 Lounge, 1 Record Shop |
| 4 | Battery Court Historic District | 1 Fast Food Restaurant, 1 Fried Chicken Joint,... |
In [57]:
import numpy as np
result = pd.merge(richmond_merged,
top3[['Borough', 'Join']],
left_on = 'Borough',
right_on = 'Borough',
how = 'left')
result= pd.merge(result,
Cluster_labels[['Clusters', 'Labels']],
left_on = 'Cluster Labels',
right_on = 'Clusters',
how = 'left')
result = pd.merge(result,
data_process[['Borough', 'Level_labels']],
left_on = 'Borough',
right_on = 'Borough',
how = 'left')
result = result.drop(['Clusters'], axis=1)
result.head(3)
Out[57]:
| Borough | Average House Price | Latitude | Longitude | Zip | Cluster Labels | 1st Most Common Venue | 2nd Most Common Venue | 3rd Most Common Venue | 4th Most Common Venue | 5th Most Common Venue | 6th Most Common Venue | 7th Most Common Venue | 8th Most Common Venue | 9th Most Common Venue | 10th Most Common Venue | Join | Labels | Level_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Westhampton | 744890 | 38.904167 | -77.184722 | 22043 | 1 | Wine Bar | Metro Station | Yoga Studio | Event Space | Forest | Food Truck | Food & Drink Shop | Food | Flower Shop | Flea Market | 1 Metro Station, 1 Wine Bar | Multiple Social Venues | High-2 Level House Price |
| 1 | Glen Allen | 354487 | 37.660000 | -77.485556 | 23058 | 1 | Cosmetics Shop | Playground | Athletics & Sports | Baseball Field | Yoga Studio | Falafel Restaurant | Forest | Food Truck | Food & Drink Shop | Food | 1 Athletics & Sports, 1 Baseball Field, 1 Cosm... | Multiple Social Venues | Mid-2 Level House Price |
| 2 | Wyndham | 426482 | 37.697500 | -77.610833 | 23059 | 1 | Park | Amphitheater | Business Service | Lake | Gym | Golf Course | Ethiopian Restaurant | Food & Drink Shop | Food | Flower Shop | 1 Amphitheater, 1 Business Service, 1 Golf Course | Multiple Social Venues | High-1 Level House Price |
In [58]:
# create map
map_clusters = folium.Map(location=[latitude, longitude], zoom_start=9.5)
# set color scheme for the clusters
x = np.arange(kclusters)
ys = [i+x+(i*x)**2 for i in range(kclusters)]
colors_array = cm.rainbow(np.linspace(0, 1, len(ys)))
rainbow = [colors.rgb2hex(i) for i in colors_array]
# add markers to the map
markers_colors = []
for lat, lon, poi, cluster, join, cluster_number, label in zip(result['Latitude'], result['Longitude'], result['Borough'], result['Labels'], result['Join'], result['Cluster Labels'], result['Level_labels']):
label = folium.Popup(str(poi) + " / " + str(cluster) + "-" + str(label) + " / " + str(join), parse_html=True)
folium.CircleMarker(
[lat, lon],
radius=5,
color= rainbow[cluster_number-1],
popup=label,
fill_color = rainbow[cluster_number-1],
fill_opacity=1).add_to(map_clusters)
map_clusters
Out[58]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [59]:
from urllib.request import urlopen
import json
with urlopen('https://raw.githubusercontent.com/plotly/datasets/master/geojson-counties-fips.json') as response:
counties = json.load(response)
import pandas as pd
df = pd.read_csv("https://raw.githubusercontent.com/plotly/datasets/master/fips-unemp-16.csv",
dtype={"fips": str})
import plotly.express as px
fig = px.choropleth(df, geojson=counties, locations='fips', color='unemp',
color_continuous_scale="Viridis",
range_color=(0, 12),
scope="usa",
labels={'unemp':'unemployment rate'}
)
fig.update_layout(margin={"r":0,"t":0,"l":0,"b":0})
fig.show()
#The geograpical coordinate of Richmond, VA are 37.5385087, -77.43428.
In [60]:
import plotly.express as px
fig = px.choropleth(locations=["VA"], locationmode="USA-states", color=[1], scope="usa")
fig.show()
In [61]:
!wget --quiet https://raw.githubusercontent.com/bashaomar21/Coursera_Capstone/main/Neighborhoods.geojson -O richmond_geo.json
#https://geo.nyu.edu/download/file/stanford-nj696zj1674-geojson.json
print('GeoJSON file downloaded!')
richmond_geo = r'richmond_geo.json'
#The geograpical coordinate of Richmond, VA are 37.5385087, -77.43428.
latitude = 37.5385087
longitude = -77.43428
# display San-Francisco
richmond_map = folium.Map(location=[latitude, longitude], zoom_start=10)
GeoJSON file downloaded!
In [62]:
richmond_map.choropleth(
geo_data=richmond_geo,
data=richmond_data,
columns=['Borough','Average House Price'],
#key_on='feature.properties',
#fill_color='YlOrRd',
fill_opacity=0.5,
line_opacity=0.2,
legend_name='House Sales Price in Richmond',
highlight=False
)
markers_colors = []
for lat, lon, poi, cluster, join, cluster_number, label in zip(result['Latitude'], result['Longitude'], result['Borough'], result['Labels'], result['Join'], result['Cluster Labels'], result['Level_labels']):
label = folium.Popup(str(poi) + " / " + str(cluster) + "-" + str(label) + " / " + str(join), parse_html=True)
folium.CircleMarker(
[lat, lon],
radius=4,
popup=label,
color= rainbow[cluster_number-1],
fill=False,
fill_color= rainbow[cluster_number-1],
fill_opacity=1).add_to(richmond_map)
#display map
richmond_map
/opt/conda/envs/Python-3.7-main/lib/python3.7/site-packages/folium/folium.py:415: FutureWarning: The choropleth method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.
Out[62]:
Make this Notebook Trusted to load map: File -> Trust Notebook
The housing prices were overlaid on different neighborhoods using GIS data for the city of Richmond.
Discussion¶
Richmond, VA is a growing city with a wide variety of historical, cultural and social venues, coupled with a dynamic population with a wide socioeconomic range. This complexity allows for different appraches for clustering and classificaiton studies when analysing housing and property prices. In this work the vicinity of nearby venues, taken from Foursquare, was used as the metric. information for 105 different neighborhoods from Richmond, VA were compiled and used.
The K-means algorithm was used in this study for the clustering analysis. The Elbow method with an optimum k-value of 4 was used. only 95 neighborhood coordinates were used as there was no useful data for around 10 of the neighborhoods, probably due to their overlap with other regions, or their special status, such as cemetary. A more detailed analysis can certainly be carried out by taking a closer look at the boundaries of each neighborhood and venues and making sure no significant overlap in nearby neighborhoods is affecting the analysis. Also, the average housing prices for each neighborhood was analyzed and overlayed based on information obtained from teh real estate website Zillow. All the compiled data is available on Github and can be used for future studies, they can also be accessed dynamically from specific platforms or packages. Finally, the data was visualized onto a map of Richmond.
Perhaps a future addition to this study would be to also account for crime type and rate and their effect on the housing prices, which would provide for a more interesting analysis on the many factors affecting housing prices within the city.
Conclusions¶
Richmond is fastgrowing and attracting more people to work, study or live there. The availability of information contrasting the different neighborhoods, their venues and the housint prices migh be useful to some. The use of such data analysis approaches would certainly be useful for city planners, managers and even law enforcmenet, by taking a closer look at different trends and correlations within the city, by using all the available information and data.
References¶
[1] https://en.wikipedia.org/wiki/Richmond,_Virginia
[4] https://github.com/bashaomar21/Coursera-Capstone
[5] https://en.wikipedia.org/wiki/Neighborhoods_of_Richmond,_Virginia
[6] https://www.zillow.com/richmond-va/home-values/
[7] https://developer.foursquare.com/
[8] https://data.richmondgov.com/Unique-and-Inclusive-Neighborhoods/Neighborhoods/e9k6-65id
In [ ]: